Overview

Dataset statistics

Number of variables128
Number of observations20399
Missing cells120066
Missing cells (%)4.6%
Total size in memory19.9 MiB
Average record size in memory1.0 KiB

Variable types

Numeric127
DateTime1

Alerts

EBITDA_Y3 has 3667 (18.0%) missing values Missing
TOTALASSET_Y3 has 3724 (18.3%) missing values Missing
TOTALDEBT_Y3 has 3690 (18.1%) missing values Missing
TOTALREVENUE_Y3 has 3769 (18.5%) missing values Missing
CURRENTASSET_Y3 has 3662 (18.0%) missing values Missing
FIXEDASSET_Y3 has 3678 (18.0%) missing values Missing
CURRENTLIABILITY_Y3 has 3673 (18.0%) missing values Missing
NONCURRLIA_Y3 has 3692 (18.1%) missing values Missing
TOTALEQUITY_Y3 has 3740 (18.3%) missing values Missing
TOTALNETWORTH_Y3 has 3739 (18.3%) missing values Missing
CAPITALIZATION_Y3 has 3735 (18.3%) missing values Missing
TOTINTEXP_Y3 has 3678 (18.0%) missing values Missing
LEASERENTEXP_Y3 has 3693 (18.1%) missing values Missing
EBITDAR_Y3 has 3680 (18.0%) missing values Missing
receivabledays_Y3 has 3793 (18.6%) missing values Missing
INVENTORYDAYS_Y0 has 839 (4.1%) missing values Missing
INVENTORYDAYS_Y1 has 854 (4.2%) missing values Missing
INVENTORYDAYS_Y2 has 906 (4.4%) missing values Missing
INVENTORYDAYS_Y3 has 4587 (22.5%) missing values Missing
payableDAYS_Y2 has 208 (1.0%) missing values Missing
payableDAYS_Y3 has 3877 (19.0%) missing values Missing
Capex2Dep_Y0 has 1343 (6.6%) missing values Missing
Capex2Dep_Y1 has 1294 (6.3%) missing values Missing
Capex2Dep_Y2 has 1367 (6.7%) missing values Missing
tangibleNetWorth_Y3 has 3664 (18.0%) missing values Missing
FIXEDCHARGECOV_Y3 has 3697 (18.1%) missing values Missing
DEBTSERVCOV_Y3 has 3713 (18.2%) missing values Missing
NETPROFIT_Y3 has 3652 (17.9%) missing values Missing
NETSALES_Y3 has 3662 (18.0%) missing values Missing
ASSETTURNOVER_Y3 has 3854 (18.9%) missing values Missing
OPERPROFIT_Y3 has 3652 (17.9%) missing values Missing
ARTurnover_Y3 has 3717 (18.2%) missing values Missing
INVENTORY_Y3 has 3728 (18.3%) missing values Missing
RETAINED_EARNINGS_Y3 has 3760 (18.4%) missing values Missing
FCF_Y0 has 1616 (7.9%) missing values Missing
FCF_Y1 has 1721 (8.4%) missing values Missing
FCF_Y2 has 1917 (9.4%) missing values Missing
CCE_Y3 has 3807 (18.7%) missing values Missing
EBITDA_Y0 is highly skewed (γ1 = 63.68214384) Skewed
EBITDA_Y1 is highly skewed (γ1 = 38.36301575) Skewed
EBITDA_Y2 is highly skewed (γ1 = 98.73036757) Skewed
EBITDA_Y3 is highly skewed (γ1 = 75.45360969) Skewed
TOTALASSET_Y0 is highly skewed (γ1 = 111.7890489) Skewed
TOTALASSET_Y1 is highly skewed (γ1 = 109.4718973) Skewed
TOTALASSET_Y2 is highly skewed (γ1 = 137.0739966) Skewed
TOTALASSET_Y3 is highly skewed (γ1 = 82.9390381) Skewed
TOTALDEBT_Y0 is highly skewed (γ1 = 121.5832566) Skewed
TOTALDEBT_Y1 is highly skewed (γ1 = 125.6778946) Skewed
TOTALDEBT_Y2 is highly skewed (γ1 = 111.6652571) Skewed
TOTALDEBT_Y3 is highly skewed (γ1 = 65.83842574) Skewed
TOTALREVENUE_Y0 is highly skewed (γ1 = 133.5286591) Skewed
TOTALREVENUE_Y1 is highly skewed (γ1 = 128.723112) Skewed
TOTALREVENUE_Y2 is highly skewed (γ1 = 82.13070129) Skewed
TOTALREVENUE_Y3 is highly skewed (γ1 = 120.4447124) Skewed
CURRENTASSET_Y0 is highly skewed (γ1 = 123.2846337) Skewed
CURRENTASSET_Y1 is highly skewed (γ1 = 122.1358946) Skewed
CURRENTASSET_Y2 is highly skewed (γ1 = 140.4347697) Skewed
CURRENTASSET_Y3 is highly skewed (γ1 = 81.65749144) Skewed
FIXEDASSET_Y0 is highly skewed (γ1 = 40.13503789) Skewed
FIXEDASSET_Y1 is highly skewed (γ1 = 42.85925346) Skewed
FIXEDASSET_Y2 is highly skewed (γ1 = 127.6819845) Skewed
FIXEDASSET_Y3 is highly skewed (γ1 = 81.34032311) Skewed
CURRENTLIABILITY_Y0 is highly skewed (γ1 = 122.6279013) Skewed
CURRENTLIABILITY_Y1 is highly skewed (γ1 = 117.4888212) Skewed
CURRENTLIABILITY_Y2 is highly skewed (γ1 = 142.1153457) Skewed
CURRENTLIABILITY_Y3 is highly skewed (γ1 = 86.92217619) Skewed
NONCURRLIA_Y0 is highly skewed (γ1 = 118.8389357) Skewed
NONCURRLIA_Y1 is highly skewed (γ1 = 124.6340046) Skewed
NONCURRLIA_Y2 is highly skewed (γ1 = 107.9194777) Skewed
NONCURRLIA_Y3 is highly skewed (γ1 = 66.39184366) Skewed
TOTALEQUITY_Y0 is highly skewed (γ1 = 25.47679523) Skewed
TOTALEQUITY_Y1 is highly skewed (γ1 = 33.2872934) Skewed
TOTALEQUITY_Y2 is highly skewed (γ1 = 99.31896484) Skewed
TOTALEQUITY_Y3 is highly skewed (γ1 = 58.402106) Skewed
TOTALNETWORTH_Y0 is highly skewed (γ1 = 24.23391105) Skewed
TOTALNETWORTH_Y1 is highly skewed (γ1 = 30.47754407) Skewed
TOTALNETWORTH_Y2 is highly skewed (γ1 = 98.86936928) Skewed
TOTALNETWORTH_Y3 is highly skewed (γ1 = 59.81645925) Skewed
CAPITALIZATION_Y0 is highly skewed (γ1 = 41.4791265) Skewed
CAPITALIZATION_Y1 is highly skewed (γ1 = 51.05151092) Skewed
CAPITALIZATION_Y2 is highly skewed (γ1 = 98.86211282) Skewed
CAPITALIZATION_Y3 is highly skewed (γ1 = 59.9888368) Skewed
TOTINTEXP_Y0 is highly skewed (γ1 = 141.5752489) Skewed
TOTINTEXP_Y1 is highly skewed (γ1 = 125.3814822) Skewed
TOTINTEXP_Y2 is highly skewed (γ1 = 94.5404126) Skewed
TOTINTEXP_Y3 is highly skewed (γ1 = 64.61120912) Skewed
LEASERENTEXP_Y0 is highly skewed (γ1 = 51.22880637) Skewed
LEASERENTEXP_Y1 is highly skewed (γ1 = 43.95217418) Skewed
LEASERENTEXP_Y2 is highly skewed (γ1 = 47.62725654) Skewed
LEASERENTEXP_Y3 is highly skewed (γ1 = 52.43416698) Skewed
EBITDAR_Y0 is highly skewed (γ1 = 60.37702208) Skewed
EBITDAR_Y1 is highly skewed (γ1 = 38.64995132) Skewed
EBITDAR_Y2 is highly skewed (γ1 = 98.40582718) Skewed
EBITDAR_Y3 is highly skewed (γ1 = 77.75596681) Skewed
receivabledays_Y0 is highly skewed (γ1 = 53.92440407) Skewed
receivabledays_Y1 is highly skewed (γ1 = 45.12140478) Skewed
receivabledays_Y2 is highly skewed (γ1 = 82.28542786) Skewed
receivabledays_Y3 is highly skewed (γ1 = 79.78595957) Skewed
Capex2Dep_Y1 is highly skewed (γ1 = 138.2203732) Skewed
Capex2Dep_Y2 is highly skewed (γ1 = 97.71427322) Skewed
tangibleNetWorth_Y0 is highly skewed (γ1 = 22.91923399) Skewed
tangibleNetWorth_Y1 is highly skewed (γ1 = 50.97553164) Skewed
tangibleNetWorth_Y2 is highly skewed (γ1 = 100.770278) Skewed
tangibleNetWorth_Y3 is highly skewed (γ1 = 59.87454696) Skewed
NETPROFIT_Y0 is highly skewed (γ1 = -58.56222953) Skewed
NETPROFIT_Y1 is highly skewed (γ1 = 38.4526512) Skewed
NETPROFIT_Y2 is highly skewed (γ1 = 100.1318781) Skewed
NETPROFIT_Y3 is highly skewed (γ1 = 59.95344755) Skewed
NETSALES_Y0 is highly skewed (γ1 = 134.3001127) Skewed
NETSALES_Y1 is highly skewed (γ1 = 127.8398289) Skewed
NETSALES_Y2 is highly skewed (γ1 = 81.68660663) Skewed
NETSALES_Y3 is highly skewed (γ1 = 119.1674745) Skewed
ASSETTURNOVER_Y0 is highly skewed (γ1 = 53.92633384) Skewed
ASSETTURNOVER_Y1 is highly skewed (γ1 = 53.89520262) Skewed
ASSETTURNOVER_Y2 is highly skewed (γ1 = 53.84587726) Skewed
ASSETTURNOVER_Y3 is highly skewed (γ1 = 48.59317039) Skewed
OPERPROFIT_Y0 is highly skewed (γ1 = 73.87253953) Skewed
OPERPROFIT_Y1 is highly skewed (γ1 = 49.00496279) Skewed
OPERPROFIT_Y2 is highly skewed (γ1 = 99.49281506) Skewed
OPERPROFIT_Y3 is highly skewed (γ1 = 57.87536796) Skewed
ARTurnover_Y0 is highly skewed (γ1 = 80.74806239) Skewed
ARTurnover_Y1 is highly skewed (γ1 = 50.46013156) Skewed
ARTurnover_Y2 is highly skewed (γ1 = 39.56596047) Skewed
INVENTORY_Y0 is highly skewed (γ1 = 141.6650738) Skewed
INVENTORY_Y1 is highly skewed (γ1 = 140.7511353) Skewed
INVENTORY_Y2 is highly skewed (γ1 = 89.67203676) Skewed
INVENTORY_Y3 is highly skewed (γ1 = 101.5538716) Skewed
RETAINED_EARNINGS_Y0 is highly skewed (γ1 = -94.42072978) Skewed
RETAINED_EARNINGS_Y1 is highly skewed (γ1 = -88.58390588) Skewed
RETAINED_EARNINGS_Y2 is highly skewed (γ1 = 88.72783608) Skewed
RETAINED_EARNINGS_Y3 is highly skewed (γ1 = 45.03177131) Skewed
FCF_Y0 is highly skewed (γ1 = 71.28329943) Skewed
FCF_Y1 is highly skewed (γ1 = 32.9618625) Skewed
CCE_Y0 is highly skewed (γ1 = 45.04510775) Skewed
CCE_Y1 is highly skewed (γ1 = 43.07943286) Skewed
CCE_Y2 is highly skewed (γ1 = 136.8020735) Skewed
CCE_Y3 is highly skewed (γ1 = 86.71087954) Skewed
df_index has unique values Unique
ROW has unique values Unique
EBITDA_Y0 has unique values Unique
EBITDAR_Y0 has unique values Unique
tangibleNetWorth_Y0 has unique values Unique
NETPROFIT_Y0 has unique values Unique
NETSALES_Y0 has unique values Unique
OPERPROFIT_Y0 has unique values Unique
Corp_Residence_Country_Code has 2364 (11.6%) zeros Zeros
B_PLUS_FLAG has 4612 (22.6%) zeros Zeros

Reproduction

Analysis started2022-02-11 00:40:35.051154
Analysis finished2022-02-11 00:40:35.977124
Duration0.93 seconds
Software versionpandas-profiling v3.1.1
Download configurationconfig.json

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14238.77205
Minimum0
Maximum28463
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.011799image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1422.9
Q17160.5
median14187
Q321363.5
95-th percentile27034.2
Maximum28463
Range28463
Interquartile range (IQR)14203

Descriptive statistics

Standard deviation8217.07591
Coefficient of variation (CV)0.5770916117
Kurtosis-1.200796727
Mean14238.77205
Median Absolute Deviation (MAD)7105
Skewness-0.0002198246665
Sum290456711
Variance67520336.52
MonotonicityStrictly increasing
2022-02-10T19:40:36.058977image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
01
 
< 0.1%
190001
 
< 0.1%
190101
 
< 0.1%
190091
 
< 0.1%
190081
 
< 0.1%
190071
 
< 0.1%
190061
 
< 0.1%
190051
 
< 0.1%
190031
 
< 0.1%
189981
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
01
< 0.1%
11
< 0.1%
21
< 0.1%
31
< 0.1%
61
< 0.1%
ValueCountFrequency (%)
284631
< 0.1%
284621
< 0.1%
284561
< 0.1%
284541
< 0.1%
284531
< 0.1%

ROW
Real number (ℝ≥0)

UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20957.32006
Minimum2
Maximum40662
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.107533image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2074.9
Q110583.5
median21234
Q331426.5
95-th percentile38959.1
Maximum40662
Range40660
Interquartile range (IQR)20843

Descriptive statistics

Standard deviation11900.57917
Coefficient of variation (CV)0.5678483287
Kurtosis-1.218997164
Mean20957.32006
Median Absolute Deviation (MAD)10388
Skewness-0.06579643264
Sum427508372
Variance141623784.7
MonotonicityNot monotonic
2022-02-10T19:40:36.154963image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
284641
 
< 0.1%
185711
 
< 0.1%
344641
 
< 0.1%
93101
 
< 0.1%
371181
 
< 0.1%
197771
 
< 0.1%
168441
 
< 0.1%
332791
 
< 0.1%
19551
 
< 0.1%
287331
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
21
< 0.1%
31
< 0.1%
51
< 0.1%
61
< 0.1%
71
< 0.1%
ValueCountFrequency (%)
406621
< 0.1%
406611
< 0.1%
406601
< 0.1%
406591
< 0.1%
406571
< 0.1%

Corp_Residence_Country_Code
Real number (ℝ≥0)

ZEROS

Distinct70
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.826707192
Minimum0
Maximum76
Zeros2364
Zeros (%)11.6%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.204400image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median3
Q314
95-th percentile41
Maximum76
Range76
Interquartile range (IQR)12

Descriptive statistics

Standard deviation14.63045861
Coefficient of variation (CV)1.4888465
Kurtosis6.005455685
Mean9.826707192
Median Absolute Deviation (MAD)2
Skewness2.447287992
Sum200455
Variance214.0503191
MonotonicityNot monotonic
2022-02-10T19:40:36.249711image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
27692
37.7%
32384
 
11.7%
02364
 
11.6%
141426
 
7.0%
17806
 
4.0%
6494
 
2.4%
18478
 
2.3%
9377
 
1.8%
15367
 
1.8%
13330
 
1.6%
Other values (60)3681
18.0%
ValueCountFrequency (%)
02364
 
11.6%
1122
 
0.6%
27692
37.7%
32384
 
11.7%
468
 
0.3%
ValueCountFrequency (%)
761
< 0.1%
751
< 0.1%
741
< 0.1%
732
< 0.1%
721
< 0.1%

BR Code
Real number (ℝ≥0)

Distinct112
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.72464336
Minimum0
Maximum117
Zeros120
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.296783image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q14
median9
Q328
95-th percentile71
Maximum117
Range117
Interquartile range (IQR)24

Descriptive statistics

Standard deviation22.51304632
Coefficient of variation (CV)1.141366457
Kurtosis1.992980095
Mean19.72464336
Median Absolute Deviation (MAD)5
Skewness1.624470066
Sum402363
Variance506.8372547
MonotonicityNot monotonic
2022-02-10T19:40:36.344401image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
47704
37.8%
91278
 
6.3%
3763
 
3.7%
13647
 
3.2%
10584
 
2.9%
19529
 
2.6%
22526
 
2.6%
20444
 
2.2%
45397
 
1.9%
8338
 
1.7%
Other values (102)7189
35.2%
ValueCountFrequency (%)
0120
 
0.6%
164
 
0.3%
2131
 
0.6%
3763
 
3.7%
47704
37.8%
ValueCountFrequency (%)
1178
< 0.1%
1151
 
< 0.1%
1141
 
< 0.1%
1131
 
< 0.1%
1122
 
< 0.1%

CUSTOMER_ID
Real number (ℝ≥0)

Distinct8353
Distinct (%)40.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6098.838325
Minimum0
Maximum12702
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.391818image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile486
Q12883
median5993
Q39159.5
95-th percentile12105.1
Maximum12702
Range12702
Interquartile range (IQR)6276.5

Descriptive statistics

Standard deviation3680.46263
Coefficient of variation (CV)0.6034694533
Kurtosis-1.146489812
Mean6098.838325
Median Absolute Deviation (MAD)3140
Skewness0.08038477907
Sum124410203
Variance13545805.17
MonotonicityNot monotonic
2022-02-10T19:40:36.439888image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
306318
 
0.1%
230117
 
0.1%
502716
 
0.1%
196315
 
0.1%
398814
 
0.1%
9514
 
0.1%
8513
 
0.1%
403513
 
0.1%
6513
 
0.1%
15613
 
0.1%
Other values (8343)20253
99.3%
ValueCountFrequency (%)
02
 
< 0.1%
15
< 0.1%
24
< 0.1%
31
 
< 0.1%
43
< 0.1%
ValueCountFrequency (%)
127021
< 0.1%
127011
< 0.1%
127001
< 0.1%
126991
< 0.1%
126971
< 0.1%

Final_IG
Real number (ℝ≥0)

Distinct18
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.105054169
Minimum0
Maximum17
Zeros25
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.481007image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q16
median7
Q38
95-th percentile11
Maximum17
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.490947124
Coefficient of variation (CV)0.3505880553
Kurtosis2.256164364
Mean7.105054169
Median Absolute Deviation (MAD)1
Skewness0.4912115407
Sum144936
Variance6.204817576
MonotonicityNot monotonic
2022-02-10T19:40:36.514906image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
84720
23.1%
73855
18.9%
62436
11.9%
92344
11.5%
51841
 
9.0%
41387
 
6.8%
101125
 
5.5%
3831
 
4.1%
2504
 
2.5%
11475
 
2.3%
Other values (8)881
 
4.3%
ValueCountFrequency (%)
025
 
0.1%
1188
 
0.9%
2504
 
2.5%
3831
4.1%
41387
6.8%
ValueCountFrequency (%)
17241
1.2%
162
 
< 0.1%
1524
 
0.1%
1452
 
0.3%
13157
0.8%

B_PLUS_FLAG
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7739104858
Minimum0
Maximum1
Zeros4612
Zeros (%)22.6%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:36.548523image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4183080488
Coefficient of variation (CV)0.5405121865
Kurtosis-0.2846096501
Mean0.7739104858
Median Absolute Deviation (MAD)0
Skewness-1.30973977
Sum15787
Variance0.1749816237
MonotonicityNot monotonic
2022-02-10T19:40:36.580384image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
115787
77.4%
04612
 
22.6%
ValueCountFrequency (%)
04612
 
22.6%
115787
77.4%
ValueCountFrequency (%)
115787
77.4%
04612
 
22.6%

EBITDA_Y0
Real number (ℝ)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1051987.261
Minimum-8010215.087
Maximum602511806.5
Zeros0
Zeros (%)0.0%
Negative38
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:36.623090image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8010215.087
5-th percentile343906.1367
Q1357429.23
median372185.9419
Q3478942.9242
95-th percentile3146549.187
Maximum602511806.5
Range610522021.6
Interquartile range (IQR)121513.6942

Descriptive statistics

Standard deviation5714441.927
Coefficient of variation (CV)5.432044798
Kurtosis6171.194716
Mean1051987.261
Median Absolute Deviation (MAD)20956.81447
Skewness63.68214384
Sum2.145948813 × 1010
Variance3.265484653 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:36.672818image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
365604.7671
 
< 0.1%
356330.01661
 
< 0.1%
370510.00291
 
< 0.1%
342602.69041
 
< 0.1%
482253.66091
 
< 0.1%
389627.2151
 
< 0.1%
347856.56851
 
< 0.1%
379912.25611
 
< 0.1%
362118.12981
 
< 0.1%
413099.56681
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
-8010215.0871
< 0.1%
-6370570.2461
< 0.1%
-4423568.9881
< 0.1%
-3803758.191
< 0.1%
-2272281.1981
< 0.1%
ValueCountFrequency (%)
602511806.51
< 0.1%
216018763.61
< 0.1%
125300111.31
< 0.1%
123503453.31
< 0.1%
123487506.91
< 0.1%

EBITDA_Y1
Real number (ℝ)

SKEWED

Distinct20394
Distinct (%)100.0%
Missing5
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean1022716.749
Minimum-8019919.241
Maximum379789836.8
Zeros0
Zeros (%)0.0%
Negative45
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:36.723796image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8019919.241
5-th percentile344024.9029
Q1357740.4168
median371910.6545
Q3470721.1425
95-th percentile3098432.826
Maximum379789836.8
Range387809756.1
Interquartile range (IQR)112980.7256

Descriptive statistics

Standard deviation4637204.14
Coefficient of variation (CV)4.534201814
Kurtosis2514.982764
Mean1022716.749
Median Absolute Deviation (MAD)20635.57674
Skewness38.36301575
Sum2.085728539 × 1010
Variance2.150366224 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:36.772363image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
341575.26451
 
< 0.1%
361915.56541
 
< 0.1%
400006.76931
 
< 0.1%
411178.26221
 
< 0.1%
377338.5121
 
< 0.1%
359295.59711
 
< 0.1%
343889.8691
 
< 0.1%
347841.77921
 
< 0.1%
392479.47931
 
< 0.1%
384606.02171
 
< 0.1%
Other values (20384)20384
99.9%
(Missing)5
 
< 0.1%
ValueCountFrequency (%)
-8019919.2411
< 0.1%
-7457840.6591
< 0.1%
-7454956.9521
< 0.1%
-3248764.9911
< 0.1%
-3129424.9181
< 0.1%
ValueCountFrequency (%)
379789836.81
< 0.1%
211196235.81
< 0.1%
127248430.91
< 0.1%
120985984.41
< 0.1%
105577740.51
< 0.1%

EBITDA_Y2
Real number (ℝ)

SKEWED

Distinct20373
Distinct (%)100.0%
Missing26
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean2357616.365
Minimum-34430075.55
Maximum1.309167421 × 1010
Zeros0
Zeros (%)0.0%
Negative21
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:36.823828image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-34430075.55
5-th percentile344166.5503
Q1357589.598
median371743.7568
Q3464708.9295
95-th percentile3000859.641
Maximum1.309167421 × 1010
Range1.312610429 × 1010
Interquartile range (IQR)107119.3314

Descriptive statistics

Standard deviation124192528.9
Coefficient of variation (CV)52.67715762
Kurtosis9912.453779
Mean2357616.365
Median Absolute Deviation (MAD)20075.14982
Skewness98.73036757
Sum4.803171821 × 1010
Variance1.542378423 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:36.874693image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
365558.44851
 
< 0.1%
376694.27511
 
< 0.1%
347741.38831
 
< 0.1%
377954.16251
 
< 0.1%
424869.15571
 
< 0.1%
380127.69081
 
< 0.1%
403148.47881
 
< 0.1%
361026.73571
 
< 0.1%
364849.43541
 
< 0.1%
387811.17631
 
< 0.1%
Other values (20363)20363
99.8%
(Missing)26
 
0.1%
ValueCountFrequency (%)
-34430075.551
< 0.1%
-7566613.3951
< 0.1%
-7415720.1711
< 0.1%
-4157683.4711
< 0.1%
-3824674.7561
< 0.1%
ValueCountFrequency (%)
1.309167421 × 10101
< 0.1%
1.16890029 × 10101
< 0.1%
23834314581
< 0.1%
400852824.61
< 0.1%
392226286.11
< 0.1%

EBITDA_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16732
Distinct (%)100.0%
Missing3667
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean5765264.12
Minimum-37432142.1
Maximum2.920983362 × 1010
Zeros0
Zeros (%)0.0%
Negative22
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:36.925623image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-37432142.1
5-th percentile343814.5566
Q1356770.2751
median370725.1297
Q3440890.4772
95-th percentile2814380.188
Maximum2.920983362 × 1010
Range2.924726576 × 1010
Interquartile range (IQR)84120.20208

Descriptive statistics

Standard deviation294721747.3
Coefficient of variation (CV)51.12025072
Kurtosis6500.048947
Mean5765264.12
Median Absolute Deviation (MAD)18742.11528
Skewness75.45360969
Sum9.646439926 × 1010
Variance8.686090831 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:36.972639image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
370696.18781
 
< 0.1%
387515.97821
 
< 0.1%
340577.95161
 
< 0.1%
357508.74571
 
< 0.1%
340395.65741
 
< 0.1%
349455.10441
 
< 0.1%
363852.73511
 
< 0.1%
320629.42531
 
< 0.1%
377425.3431
 
< 0.1%
393604.81261
 
< 0.1%
Other values (16722)16722
82.0%
(Missing)3667
 
18.0%
ValueCountFrequency (%)
-37432142.11
< 0.1%
-7257931.4691
< 0.1%
-6599128.141
< 0.1%
-3825512.5741
< 0.1%
-3388861.9491
< 0.1%
ValueCountFrequency (%)
2.920983362 × 10101
< 0.1%
1.434717271 × 10101
< 0.1%
1.203152776 × 10101
< 0.1%
1.109706019 × 10101
< 0.1%
1.104148644 × 10101
< 0.1%

TOTALASSET_Y0
Real number (ℝ≥0)

SKEWED

Distinct20398
Distinct (%)100.0%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean7662339.751
Minimum338709.4508
Maximum1.330154294 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:37.020790image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum338709.4508
5-th percentile352176.4723
Q1375103.2426
median452971.2712
Q31584925.098
95-th percentile29446401.86
Maximum1.330154294 × 1010
Range1.330120423 × 1010
Interquartile range (IQR)1209821.855

Descriptive statistics

Standard deviation101567456.9
Coefficient of variation (CV)13.25541025
Kurtosis14429.65915
Mean7662339.751
Median Absolute Deviation (MAD)95429.96967
Skewness111.7890489
Sum1.562964062 × 1011
Variance1.031594829 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:37.072685image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
370617.49231
 
< 0.1%
349423.25361
 
< 0.1%
430537.03941
 
< 0.1%
739190.59751
 
< 0.1%
932122.5191
 
< 0.1%
862244.52441
 
< 0.1%
383850.56061
 
< 0.1%
509947.11721
 
< 0.1%
348390.07451
 
< 0.1%
1877961.4011
 
< 0.1%
Other values (20388)20388
99.9%
ValueCountFrequency (%)
338709.45081
< 0.1%
339777.21621
< 0.1%
339809.75491
< 0.1%
339923.28391
< 0.1%
339977.74431
< 0.1%
ValueCountFrequency (%)
1.330154294 × 10101
< 0.1%
29564869331
< 0.1%
10936208991
< 0.1%
10417516281
< 0.1%
963199668.21
< 0.1%

TOTALASSET_Y1
Real number (ℝ≥0)

SKEWED

Distinct20384
Distinct (%)100.0%
Missing15
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean7252422.072
Minimum339484.1188
Maximum1.191354752 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:37.123815image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339484.1188
5-th percentile352005.4352
Q1374182.9897
median446974.5746
Q31538169.981
95-th percentile28013957.58
Maximum1.191354752 × 1010
Range1.191320804 × 1010
Interquartile range (IQR)1163986.991

Descriptive statistics

Standard deviation91651442.54
Coefficient of variation (CV)12.63735641
Kurtosis14013.20847
Mean7252422.072
Median Absolute Deviation (MAD)90137.17265
Skewness109.4718973
Sum1.478333715 × 1011
Variance8.39998692 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:37.175964image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
349788.54361
 
< 0.1%
899735.60951
 
< 0.1%
678806.51791
 
< 0.1%
371634.67081
 
< 0.1%
364681.09011
 
< 0.1%
1741997.0521
 
< 0.1%
510325.48291
 
< 0.1%
4603163.9461
 
< 0.1%
366802.29251
 
< 0.1%
18518418.631
 
< 0.1%
Other values (20374)20374
99.9%
(Missing)15
 
0.1%
ValueCountFrequency (%)
339484.11881
< 0.1%
339615.34441
< 0.1%
339687.42461
< 0.1%
339766.14511
< 0.1%
340125.36581
< 0.1%
ValueCountFrequency (%)
1.191354752 × 10101
< 0.1%
26495617951
< 0.1%
943079861.91
< 0.1%
9374693641
< 0.1%
903879733.51
< 0.1%

TOTALASSET_Y2
Real number (ℝ≥0)

SKEWED

Distinct20333
Distinct (%)100.0%
Missing66
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean38377116.37
Minimum339648.3204
Maximum5.267966419 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:37.225054image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339648.3204
5-th percentile350966.0842
Q1372800.7075
median439185.687
Q31467292.978
95-th percentile26365099.84
Maximum5.267966419 × 1011
Range5.267963022 × 1011
Interquartile range (IQR)1094492.27

Descriptive statistics

Standard deviation3748698430
Coefficient of variation (CV)97.68056552
Kurtosis19191.15955
Mean38377116.37
Median Absolute Deviation (MAD)83480.37952
Skewness137.0739966
Sum7.803219071 × 1011
Variance1.405273992 × 1019
MonotonicityNot monotonic
2022-02-10T19:40:37.276253image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
361666.241
 
< 0.1%
836990.9991
 
< 0.1%
866807.49821
 
< 0.1%
378472.82351
 
< 0.1%
724145.41351
 
< 0.1%
344622.47961
 
< 0.1%
349963.05771
 
< 0.1%
1913694.911
 
< 0.1%
524034.58531
 
< 0.1%
348569.64051
 
< 0.1%
Other values (20323)20323
99.6%
(Missing)66
 
0.3%
ValueCountFrequency (%)
339648.32041
< 0.1%
339945.28231
< 0.1%
339975.61271
< 0.1%
340078.57231
< 0.1%
340098.92191
< 0.1%
ValueCountFrequency (%)
5.267966419 × 10111
< 0.1%
8.490739683 × 10101
< 0.1%
3.085711071 × 10101
< 0.1%
52474398171
< 0.1%
44998461441
< 0.1%

TOTALASSET_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16675
Distinct (%)100.0%
Missing3724
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean94670021.73
Minimum329946.7014
Maximum5.631209576 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:37.324778image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum329946.7014
5-th percentile350075.504
Q1370313.8667
median421405.9065
Q31214560.248
95-th percentile23207321.31
Maximum5.631209576 × 1011
Range5.631206276 × 1011
Interquartile range (IQR)844246.3817

Descriptive statistics

Standard deviation6140797213
Coefficient of variation (CV)64.86527732
Kurtosis7192.824178
Mean94670021.73
Median Absolute Deviation (MAD)66590.77496
Skewness82.9390381
Sum1.578622612 × 1012
Variance3.770939041 × 1019
MonotonicityNot monotonic
2022-02-10T19:40:37.370803image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
375775.33881
 
< 0.1%
365075.10191
 
< 0.1%
382172.10171
 
< 0.1%
376455.60391
 
< 0.1%
739110.65481
 
< 0.1%
912589.30751
 
< 0.1%
373421.93631
 
< 0.1%
670919.22191
 
< 0.1%
371447.82161
 
< 0.1%
724167.8891
 
< 0.1%
Other values (16665)16665
81.7%
(Missing)3724
 
18.3%
ValueCountFrequency (%)
329946.70141
< 0.1%
339303.55781
< 0.1%
339572.58881
< 0.1%
339925.82081
< 0.1%
340009.53551
< 0.1%
ValueCountFrequency (%)
5.631209576 × 10111
< 0.1%
5.124105964 × 10111
< 0.1%
1.803476352 × 10111
< 0.1%
9.160887796 × 10101
< 0.1%
8.425375051 × 10101
< 0.1%

TOTALDEBT_Y0
Real number (ℝ)

SKEWED

Distinct20393
Distinct (%)100.0%
Missing6
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2419364.911
Minimum-29776121.69
Maximum3877658762
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:37.419732image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-29776121.69
5-th percentile345558.9399
Q1360789.3526
median377991.003
Q3629632.7304
95-th percentile9185022.121
Maximum3877658762
Range3907434883
Interquartile range (IQR)268843.3778

Descriptive statistics

Standard deviation28680103.18
Coefficient of variation (CV)11.8543933
Kurtosis16354.74436
Mean2419364.911
Median Absolute Deviation (MAD)27542.40778
Skewness121.5832566
Sum4.933810862 × 1010
Variance8.225483184 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:37.467645image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
375510.95441
 
< 0.1%
374242.00131
 
< 0.1%
352596.28741
 
< 0.1%
339248.71551
 
< 0.1%
351355.16251
 
< 0.1%
441810.59431
 
< 0.1%
627153.7351
 
< 0.1%
381138.5281
 
< 0.1%
366425.02171
 
< 0.1%
352132.24011
 
< 0.1%
Other values (20383)20383
99.9%
(Missing)6
 
< 0.1%
ValueCountFrequency (%)
-29776121.691
< 0.1%
335246.42281
< 0.1%
337253.88111
< 0.1%
339228.54141
< 0.1%
339243.3531
< 0.1%
ValueCountFrequency (%)
38776587621
< 0.1%
524994193.11
< 0.1%
231234732.41
< 0.1%
230447281.71
< 0.1%
2184685411
< 0.1%

TOTALDEBT_Y1
Real number (ℝ)

SKEWED

Distinct20385
Distinct (%)100.0%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean2268417.873
Minimum-55710797.72
Maximum4181526269
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:37.518566image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-55710797.72
5-th percentile345461.5055
Q1360225.5308
median376392.5484
Q3604079.6478
95-th percentile8471105.797
Maximum4181526269
Range4237237067
Interquartile range (IQR)243854.117

Descriptive statistics

Standard deviation30581776.02
Coefficient of variation (CV)13.48154429
Kurtosis17117.00078
Mean2268417.873
Median Absolute Deviation (MAD)26256.60969
Skewness125.6778946
Sum4.624169835 × 1010
Variance9.352450246 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:37.564247image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
372600.07751
 
< 0.1%
357881.38691
 
< 0.1%
649627.58131
 
< 0.1%
382714.94031
 
< 0.1%
454627.78981
 
< 0.1%
369723.16011
 
< 0.1%
370413.19691
 
< 0.1%
682172.2891
 
< 0.1%
391643.13391
 
< 0.1%
2394731.5531
 
< 0.1%
Other values (20375)20375
99.9%
(Missing)14
 
0.1%
ValueCountFrequency (%)
-55710797.721
< 0.1%
-52432671.921
< 0.1%
328704.60861
< 0.1%
339211.00871
< 0.1%
339252.25641
< 0.1%
ValueCountFrequency (%)
41815262691
< 0.1%
486765146.71
< 0.1%
278872176.31
< 0.1%
274708407.31
< 0.1%
266946193.11
< 0.1%

TOTALDEBT_Y2
Real number (ℝ)

SKEWED

Distinct20367
Distinct (%)100.0%
Missing32
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean5433596.274
Minimum-76736383.35
Maximum4.204345021 × 1010
Zeros0
Zeros (%)0.0%
Negative3
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:37.613061image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-76736383.35
5-th percentile345006.0425
Q1359616.359
median375312.873
Q3585253.7678
95-th percentile7621975.016
Maximum4.204345021 × 1010
Range4.212018659 × 1010
Interquartile range (IQR)225637.4088

Descriptive statistics

Standard deviation330059141.8
Coefficient of variation (CV)60.74414166
Kurtosis13459.60071
Mean5433596.274
Median Absolute Deviation (MAD)25329.21505
Skewness111.6652571
Sum1.106660553 × 1011
Variance1.089390371 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:37.662462image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7975509.2671
 
< 0.1%
359419.62011
 
< 0.1%
444145.61071
 
< 0.1%
607313.17151
 
< 0.1%
360883.27721
 
< 0.1%
441015.33851
 
< 0.1%
348783.38861
 
< 0.1%
350332.02511
 
< 0.1%
606220.5961
 
< 0.1%
354494.7431
 
< 0.1%
Other values (20357)20357
99.8%
(Missing)32
 
0.2%
ValueCountFrequency (%)
-76736383.351
< 0.1%
-76043194.291
< 0.1%
-55602878.691
< 0.1%
324152.89411
< 0.1%
334269.25741
< 0.1%
ValueCountFrequency (%)
4.204345021 × 10101
< 0.1%
1.858381073 × 10101
< 0.1%
1.02026452 × 10101
< 0.1%
857466603.61
< 0.1%
405857409.71
< 0.1%

TOTALDEBT_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16709
Distinct (%)100.0%
Missing3690
Missing (%)18.1%
Infinite0
Infinite (%)0.0%
Mean11349845.42
Minimum-74604080.91
Maximum4.293289282 × 1010
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:37.712662image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-74604080.91
5-th percentile344602.7922
Q1358304.3568
median372866.0238
Q3524199.1316
95-th percentile6549980.229
Maximum4.293289282 × 1010
Range4.30074969 × 1010
Interquartile range (IQR)165894.7748

Descriptive statistics

Standard deviation544452752.5
Coefficient of variation (CV)47.97005883
Kurtosis4673.024192
Mean11349845.42
Median Absolute Deviation (MAD)22078.97607
Skewness65.83842574
Sum1.896445671 × 1011
Variance2.964287997 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:37.759520image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
373539.59581
 
< 0.1%
352559.06271
 
< 0.1%
348368.1831
 
< 0.1%
60355972.581
 
< 0.1%
341325.88091
 
< 0.1%
436901.63961
 
< 0.1%
363111.08681
 
< 0.1%
353426.18091
 
< 0.1%
361667.67711
 
< 0.1%
6019856.2121
 
< 0.1%
Other values (16699)16699
81.9%
(Missing)3690
 
18.1%
ValueCountFrequency (%)
-74604080.911
< 0.1%
339288.27981
< 0.1%
339291.29681
< 0.1%
339307.30521
< 0.1%
339342.68111
< 0.1%
ValueCountFrequency (%)
4.293289282 × 10101
< 0.1%
4.115194734 × 10101
< 0.1%
2.267962137 × 10101
< 0.1%
2.029431611 × 10101
< 0.1%
2.020353105 × 10101
< 0.1%

TOTALREVENUE_Y0
Real number (ℝ≥0)

SKEWED

Distinct20353
Distinct (%)100.0%
Missing46
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean6217775.024
Minimum272497.6686
Maximum2.099779949 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:38.897812image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum272497.6686
5-th percentile353380.8595
Q1376941.2254
median458000.7171
Q31410491.603
95-th percentile21230205.21
Maximum2.099779949 × 1010
Range2.099752699 × 1010
Interquartile range (IQR)1033550.378

Descriptive statistics

Standard deviation150607959
Coefficient of variation (CV)24.22216282
Kurtosis18553.81519
Mean6217775.024
Median Absolute Deviation (MAD)98352.23722
Skewness133.5286591
Sum1.265503751 × 1011
Variance2.268275731 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:38.943017image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
356074.79091
 
< 0.1%
382505.63171
 
< 0.1%
446537.5571
 
< 0.1%
765202.53851
 
< 0.1%
370453.56151
 
< 0.1%
363978.44061
 
< 0.1%
416313.48161
 
< 0.1%
678153.2121
 
< 0.1%
800941.92191
 
< 0.1%
420871.88121
 
< 0.1%
Other values (20343)20343
99.7%
(Missing)46
 
0.2%
ValueCountFrequency (%)
272497.66861
< 0.1%
278111.67721
< 0.1%
339381.98671
< 0.1%
339615.37291
< 0.1%
339745.74151
< 0.1%
ValueCountFrequency (%)
2.099779949 × 10101
< 0.1%
30068268501
< 0.1%
12395230771
< 0.1%
12352793711
< 0.1%
684775445.61
< 0.1%

TOTALREVENUE_Y1
Real number (ℝ≥0)

SKEWED

Distinct20341
Distinct (%)100.0%
Missing58
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean6148148.83
Minimum34183.52604
Maximum1.982503524 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:38.990242image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum34183.52604
5-th percentile352890.7285
Q1376092.2159
median454637.8486
Q31369739.896
95-th percentile20701527.7
Maximum1.982503524 × 1010
Range1.982500106 × 1010
Interquartile range (IQR)993647.6797

Descriptive statistics

Standard deviation144340226.4
Coefficient of variation (CV)23.47702218
Kurtosis17518.1128
Mean6148148.83
Median Absolute Deviation (MAD)95060.97126
Skewness128.723112
Sum1.250594954 × 1011
Variance2.083410097 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:39.037985image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
863421.31481
 
< 0.1%
827573.09471
 
< 0.1%
362973.5461
 
< 0.1%
358783.84761
 
< 0.1%
422300.55011
 
< 0.1%
678953.60431
 
< 0.1%
910266.54261
 
< 0.1%
425196.80971
 
< 0.1%
58250766.31
 
< 0.1%
363339.63711
 
< 0.1%
Other values (20331)20331
99.7%
(Missing)58
 
0.3%
ValueCountFrequency (%)
34183.526041
< 0.1%
324039.30341
< 0.1%
339511.11591
< 0.1%
339718.49831
< 0.1%
340014.87091
< 0.1%
ValueCountFrequency (%)
1.982503524 × 10101
< 0.1%
43512730811
< 0.1%
11375089851
< 0.1%
11267233181
< 0.1%
10708755101
< 0.1%

TOTALREVENUE_Y2
Real number (ℝ≥0)

SKEWED

Distinct20315
Distinct (%)100.0%
Missing84
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean11266345.06
Minimum334771.7083
Maximum4.250652394 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.089124image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum334771.7083
5-th percentile352655.3051
Q1374912.3756
median449247.1947
Q31323950.037
95-th percentile20218619.82
Maximum4.250652394 × 1010
Range4.250618917 × 1010
Interquartile range (IQR)949037.6612

Descriptive statistics

Standard deviation461131782.7
Coefficient of variation (CV)40.93002479
Kurtosis6980.006602
Mean11266345.06
Median Absolute Deviation (MAD)90658.35609
Skewness82.13070129
Sum2.288757999 × 1011
Variance2.12642521 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:39.134841image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
433931.68261
 
< 0.1%
1721818.3871
 
< 0.1%
804781.34671
 
< 0.1%
443223.91951
 
< 0.1%
840870.48581
 
< 0.1%
372574.25281
 
< 0.1%
347666.38051
 
< 0.1%
412324.1631
 
< 0.1%
663296.80961
 
< 0.1%
358516.86321
 
< 0.1%
Other values (20305)20305
99.5%
(Missing)84
 
0.4%
ValueCountFrequency (%)
334771.70831
< 0.1%
336987.49861
< 0.1%
339671.28661
< 0.1%
339857.38651
< 0.1%
339902.31521
< 0.1%
ValueCountFrequency (%)
4.250652394 × 10101
< 0.1%
3.939782849 × 10101
< 0.1%
2.936327534 × 10101
< 0.1%
58384298111
< 0.1%
55328802691
< 0.1%

TOTALREVENUE_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16630
Distinct (%)100.0%
Missing3769
Missing (%)18.5%
Infinite0
Infinite (%)0.0%
Mean43379748.26
Minimum288097.2367
Maximum4.119817025 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.182894image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum288097.2367
5-th percentile351080.3537
Q1372732.9316
median433697.8676
Q31125364.154
95-th percentile18741447.75
Maximum4.119817025 × 1011
Range4.119814144 × 1011
Interquartile range (IQR)752631.2226

Descriptive statistics

Standard deviation3273522507
Coefficient of variation (CV)75.46199872
Kurtosis15090.23137
Mean43379748.26
Median Absolute Deviation (MAD)75927.12883
Skewness120.4447124
Sum7.214052135 × 1011
Variance1.071594961 × 1019
MonotonicityNot monotonic
2022-02-10T19:40:39.229069image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
371599.10071
 
< 0.1%
370801.87811
 
< 0.1%
358627.71851
 
< 0.1%
458440.74851
 
< 0.1%
372639.42751
 
< 0.1%
795068.8571
 
< 0.1%
399474.72771
 
< 0.1%
856183.56341
 
< 0.1%
356483.03161
 
< 0.1%
402951.98841
 
< 0.1%
Other values (16620)16620
81.5%
(Missing)3769
 
18.5%
ValueCountFrequency (%)
288097.23671
< 0.1%
337367.44531
< 0.1%
339250.72261
< 0.1%
339650.61251
< 0.1%
339803.3311
< 0.1%
ValueCountFrequency (%)
4.119817025 × 10111
< 0.1%
4.993406678 × 10101
< 0.1%
4.252473747 × 10101
< 0.1%
4.056311452 × 10101
< 0.1%
3.844939064 × 10101
< 0.1%

CURRENTASSET_Y0
Real number (ℝ≥0)

SKEWED

Distinct20398
Distinct (%)100.0%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3570483.358
Minimum339579.9619
Maximum1.001245574 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.278642image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339579.9619
5-th percentile348957.1039
Q1368205.5296
median400649.692
Q3787786.058
95-th percentile9760351.383
Maximum1.001245574 × 1010
Range1.001211616 × 1010
Interquartile range (IQR)419580.5284

Descriptive statistics

Standard deviation73772269.39
Coefficient of variation (CV)20.66170375
Kurtosis16622.02659
Mean3570483.358
Median Absolute Deviation (MAD)45667.29814
Skewness123.2846337
Sum7.283071954 × 1010
Variance5.442347731 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:39.329086image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
343435.11021
 
< 0.1%
362514.98381
 
< 0.1%
396458.35551
 
< 0.1%
534171.56361
 
< 0.1%
669569.98761
 
< 0.1%
486029.10531
 
< 0.1%
401129.54721
 
< 0.1%
454794.44281
 
< 0.1%
348371.03421
 
< 0.1%
1406682.5031
 
< 0.1%
Other values (20388)20388
99.9%
ValueCountFrequency (%)
339579.96191
< 0.1%
339706.14991
< 0.1%
339798.62891
< 0.1%
339846.28551
< 0.1%
339877.67871
< 0.1%
ValueCountFrequency (%)
1.001245574 × 10101
< 0.1%
10215299391
< 0.1%
10116056061
< 0.1%
830714380.81
< 0.1%
820052378.41
< 0.1%

CURRENTASSET_Y1
Real number (ℝ≥0)

SKEWED

Distinct20391
Distinct (%)100.0%
Missing8
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3428502.397
Minimum339511.3261
Maximum8968867661
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.377798image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339511.3261
5-th percentile348772.475
Q1367273.7392
median398333.583
Q3770270.2654
95-th percentile9799185.241
Maximum8968867661
Range8968528150
Interquartile range (IQR)402996.5262

Descriptive statistics

Standard deviation66295782.95
Coefficient of variation (CV)19.33665936
Kurtosis16413.22834
Mean3428502.397
Median Absolute Deviation (MAD)43805.36018
Skewness122.1358946
Sum6.991059237 × 1010
Variance4.395130837 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:39.422740image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344977.12661
 
< 0.1%
388696.83191
 
< 0.1%
665067.60281
 
< 0.1%
485230.00731
 
< 0.1%
402543.87271
 
< 0.1%
598416.17671
 
< 0.1%
352475.21521
 
< 0.1%
364357.63741
 
< 0.1%
1322371.6181
 
< 0.1%
408234.85871
 
< 0.1%
Other values (20381)20381
99.9%
(Missing)8
 
< 0.1%
ValueCountFrequency (%)
339511.32611
< 0.1%
339674.40211
< 0.1%
339708.25161
< 0.1%
339719.19781
< 0.1%
339771.88561
< 0.1%
ValueCountFrequency (%)
89688676611
< 0.1%
930370533.81
< 0.1%
8634929051
< 0.1%
777318558.11
< 0.1%
741351640.11
< 0.1%

CURRENTASSET_Y2
Real number (ℝ≥0)

SKEWED

Distinct20371
Distinct (%)100.0%
Missing28
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean25217020.1
Minimum339244.7853
Maximum3.926531997 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.471746image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339244.7853
5-th percentile348248.9211
Q1366461.6453
median395455.7977
Q3739805.7106
95-th percentile9182780.004
Maximum3.926531997 × 1011
Range3.926528604 × 1011
Interquartile range (IQR)373344.0653

Descriptive statistics

Standard deviation2766714512
Coefficient of variation (CV)109.7161561
Kurtosis19914.40806
Mean25217020.1
Median Absolute Deviation (MAD)41898.45251
Skewness140.4347697
Sum5.136959164 × 1011
Variance7.654709193 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:39.520674image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367162.33511
 
< 0.1%
1657146.7421
 
< 0.1%
481341.86431
 
< 0.1%
374625.21951
 
< 0.1%
614965.36521
 
< 0.1%
350233.93191
 
< 0.1%
374152.97431
 
< 0.1%
1574787.7571
 
< 0.1%
424249.94631
 
< 0.1%
373474.73691
 
< 0.1%
Other values (20361)20361
99.8%
(Missing)28
 
0.1%
ValueCountFrequency (%)
339244.78531
< 0.1%
339480.92211
< 0.1%
339533.4311
< 0.1%
339533.98151
< 0.1%
339616.41451
< 0.1%
ValueCountFrequency (%)
3.926531997 × 10111
< 0.1%
3.151176478 × 10101
< 0.1%
2.747406865 × 10101
< 0.1%
22879713671
< 0.1%
12187019391
< 0.1%

CURRENTASSET_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16737
Distinct (%)100.0%
Missing3662
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean64213830.81
Minimum339212.3681
Maximum3.806156761 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.571339image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339212.3681
5-th percentile347403.3362
Q1364363.9029
median387752.2767
Q3652619.2629
95-th percentile8426324.971
Maximum3.806156761 × 1011
Range3.806153369 × 1011
Interquartile range (IQR)288255.36

Descriptive statistics

Standard deviation4365434453
Coefficient of variation (CV)67.98277564
Kurtosis6907.839473
Mean64213830.81
Median Absolute Deviation (MAD)34552.71025
Skewness81.65749144
Sum1.074746886 × 1012
Variance1.905701797 × 1019
MonotonicityNot monotonic
2022-02-10T19:40:39.619278image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
349945.75011
 
< 0.1%
368160.8091
 
< 0.1%
353467.70621
 
< 0.1%
394532.28041
 
< 0.1%
378840.85181
 
< 0.1%
367480.46141
 
< 0.1%
631486.48991
 
< 0.1%
356526.07181
 
< 0.1%
366958.64111
 
< 0.1%
359526.43321
 
< 0.1%
Other values (16727)16727
82.0%
(Missing)3662
 
18.0%
ValueCountFrequency (%)
339212.36811
< 0.1%
339223.47421
< 0.1%
339357.08871
< 0.1%
339376.17461
< 0.1%
339413.3831
< 0.1%
ValueCountFrequency (%)
3.806156761 × 10111
< 0.1%
3.769137741 × 10111
< 0.1%
1.705648056 × 10111
< 0.1%
3.481799646 × 10101
< 0.1%
3.118320301 × 10101
< 0.1%

FIXEDASSET_Y0
Real number (ℝ≥0)

SKEWED

Distinct20394
Distinct (%)100.0%
Missing5
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean4879814.565
Minimum42235.41204
Maximum2363595731
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.669801image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum42235.41204
5-th percentile348734.6436
Q1367894.7336
median414940.6967
Q31190131.957
95-th percentile19889725.32
Maximum2363595731
Range2363553495
Interquartile range (IQR)822237.2234

Descriptive statistics

Standard deviation30521463.3
Coefficient of variation (CV)6.254635887
Kurtosis2583.489643
Mean4879814.565
Median Absolute Deviation (MAD)62500.95262
Skewness40.13503789
Sum9.951893823 × 1010
Variance9.31559722 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:39.718190image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
378429.2691
 
< 0.1%
368089.34561
 
< 0.1%
404017.3371
 
< 0.1%
603798.39271
 
< 0.1%
604510.27391
 
< 0.1%
783209.70461
 
< 0.1%
387700.30071
 
< 0.1%
387859.82151
 
< 0.1%
357042.87351
 
< 0.1%
348579.24611
 
< 0.1%
Other values (20384)20384
99.9%
(Missing)5
 
< 0.1%
ValueCountFrequency (%)
42235.412041
< 0.1%
339261.71211
< 0.1%
339282.48571
< 0.1%
339289.86761
< 0.1%
339327.46761
< 0.1%
ValueCountFrequency (%)
23635957311
< 0.1%
19082263491
< 0.1%
9145462741
< 0.1%
630706902.71
< 0.1%
609212821.81
< 0.1%

FIXEDASSET_Y1
Real number (ℝ≥0)

SKEWED

Distinct20386
Distinct (%)100.0%
Missing13
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean4643565.562
Minimum336364.8742
Maximum2409755245
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.766332image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum336364.8742
5-th percentile348199.7203
Q1367048.191
median409737.4203
Q31127813.764
95-th percentile19401991.1
Maximum2409755245
Range2409418880
Interquartile range (IQR)760765.5729

Descriptive statistics

Standard deviation28908464.94
Coefficient of variation (CV)6.2254887
Kurtosis2996.531256
Mean4643565.562
Median Absolute Deviation (MAD)57888.06259
Skewness42.85925346
Sum9.466372755 × 1010
Variance8.35699345 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:39.816525image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
372096.17141
 
< 0.1%
611464.67011
 
< 0.1%
774893.68641
 
< 0.1%
381007.72381
 
< 0.1%
468144.09881
 
< 0.1%
369520.48571
 
< 0.1%
356703.32231
 
< 0.1%
765820.26391
 
< 0.1%
545390.74171
 
< 0.1%
3831403.5311
 
< 0.1%
Other values (20376)20376
99.9%
(Missing)13
 
0.1%
ValueCountFrequency (%)
336364.87421
< 0.1%
339267.42971
< 0.1%
339338.84171
< 0.1%
339472.02961
< 0.1%
339685.99651
< 0.1%
ValueCountFrequency (%)
24097552451
< 0.1%
17017738671
< 0.1%
635053214.41
< 0.1%
629687650.71
< 0.1%
609755214.11
< 0.1%

FIXEDASSET_Y2
Real number (ℝ≥0)

SKEWED

Distinct20367
Distinct (%)100.0%
Missing32
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean16335319.35
Minimum334734.6447
Maximum1.775420653 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.865653image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum334734.6447
5-th percentile348034.0477
Q1366592.0192
median406330.7257
Q31064218.663
95-th percentile18308660.09
Maximum1.775420653 × 1011
Range1.775417305 × 1011
Interquartile range (IQR)697626.6441

Descriptive statistics

Standard deviation1303622371
Coefficient of variation (CV)79.80391096
Kurtosis17042.25842
Mean16335319.35
Median Absolute Deviation (MAD)54341.87987
Skewness127.6819845
Sum3.327014492 × 1011
Variance1.699431286 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:39.914036image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
368832.65161
 
< 0.1%
374524.48561
 
< 0.1%
643607.10371
 
< 0.1%
610005.52551
 
< 0.1%
793147.01191
 
< 0.1%
383993.6091
 
< 0.1%
441155.33811
 
< 0.1%
371085.5921
 
< 0.1%
353181.0011
 
< 0.1%
673200.44181
 
< 0.1%
Other values (20357)20357
99.8%
(Missing)32
 
0.2%
ValueCountFrequency (%)
334734.64471
< 0.1%
339326.28111
< 0.1%
339330.81981
< 0.1%
339380.1141
< 0.1%
339507.53771
< 0.1%
ValueCountFrequency (%)
1.775420653 × 10111
< 0.1%
5.487414241 × 10101
< 0.1%
73786727981
< 0.1%
32401105871
< 0.1%
28375636711
< 0.1%

FIXEDASSET_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16721
Distinct (%)100.0%
Missing3678
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean33085128.04
Minimum339230.243
Maximum1.740826626 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:39.965371image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339230.243
5-th percentile346921.293
Q1364132.1938
median393574.8944
Q3902282.7766
95-th percentile16757003.92
Maximum1.740826626 × 1011
Range1.740823234 × 1011
Interquartile range (IQR)538150.5828

Descriptive statistics

Standard deviation1987489876
Coefficient of variation (CV)60.07200193
Kurtosis6932.606923
Mean33085128.04
Median Absolute Deviation (MAD)43012.49733
Skewness81.34032311
Sum5.53216426 × 1011
Variance3.950116006 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:40.013979image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
347234.77421
 
< 0.1%
416423.18051
 
< 0.1%
351458.36841
 
< 0.1%
228644788.51
 
< 0.1%
358704.5841
 
< 0.1%
418072.39931
 
< 0.1%
395898.24651
 
< 0.1%
356469.34671
 
< 0.1%
370413.81791
 
< 0.1%
5858642.0381
 
< 0.1%
Other values (16711)16711
81.9%
(Missing)3678
 
18.0%
ValueCountFrequency (%)
339230.2431
< 0.1%
339313.83071
< 0.1%
339322.3651
< 0.1%
339423.85331
< 0.1%
339435.32451
< 0.1%
ValueCountFrequency (%)
1.740826626 × 10111
< 0.1%
1.719678514 × 10111
< 0.1%
5.427957105 × 10101
< 0.1%
5.40268433 × 10101
< 0.1%
1.470642148 × 10101
< 0.1%

CURRENTLIABILITY_Y0
Real number (ℝ≥0)

SKEWED

Distinct20393
Distinct (%)100.0%
Missing6
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3054788.078
Minimum339218.072
Maximum9442847228
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:40.064415image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339218.072
5-th percentile347969.511
Q1365359.6971
median389548.2561
Q3671516.8358
95-th percentile7870876.368
Maximum9442847228
Range9442508010
Interquartile range (IQR)306157.1388

Descriptive statistics

Standard deviation69743404.67
Coefficient of variation (CV)22.83084878
Kurtosis16471.81064
Mean3054788.078
Median Absolute Deviation (MAD)35828.80741
Skewness122.6279013
Sum6.229629327 × 1010
Variance4.864142495 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:40.110859image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
355541.90411
 
< 0.1%
951558.24091
 
< 0.1%
367504.50211
 
< 0.1%
395430.94151
 
< 0.1%
397625.59971
 
< 0.1%
505642.64371
 
< 0.1%
527898.75571
 
< 0.1%
367091.90711
 
< 0.1%
430433.4961
 
< 0.1%
361641.61921
 
< 0.1%
Other values (20383)20383
99.9%
(Missing)6
 
< 0.1%
ValueCountFrequency (%)
339218.0721
< 0.1%
339332.07691
< 0.1%
339381.24761
< 0.1%
339463.24851
< 0.1%
339484.98861
< 0.1%
ValueCountFrequency (%)
94428472281
< 0.1%
10377934731
< 0.1%
10226603731
< 0.1%
842265628.51
< 0.1%
811673428.31
< 0.1%

CURRENTLIABILITY_Y1
Real number (ℝ)

SKEWED

Distinct20388
Distinct (%)100.0%
Missing11
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean2807479.538
Minimum-23859140.48
Maximum7357713439
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.157266image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-23859140.48
5-th percentile347230.7474
Q1364689.8632
median387806.7409
Q3658646.3354
95-th percentile7532017.007
Maximum7357713439
Range7381572579
Interquartile range (IQR)293956.4723

Descriptive statistics

Standard deviation55192398.1
Coefficient of variation (CV)19.65905623
Kurtosis15487.70405
Mean2807479.538
Median Absolute Deviation (MAD)34531.78922
Skewness117.4888212
Sum5.723889282 × 1010
Variance3.046200809 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:40.388838image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367439.63961
 
< 0.1%
344268.13471
 
< 0.1%
403303.00981
 
< 0.1%
541390.36031
 
< 0.1%
499384.81271
 
< 0.1%
352708.09851
 
< 0.1%
554027.74421
 
< 0.1%
352174.19061
 
< 0.1%
346905.9351
 
< 0.1%
1302973.8951
 
< 0.1%
Other values (20378)20378
99.9%
(Missing)11
 
0.1%
ValueCountFrequency (%)
-23859140.481
< 0.1%
-23451417.021
< 0.1%
339339.28951
< 0.1%
339457.78861
< 0.1%
339638.38221
< 0.1%
ValueCountFrequency (%)
73577134391
< 0.1%
8969996921
< 0.1%
808879398.61
< 0.1%
786596689.91
< 0.1%
775073016.81
< 0.1%

CURRENTLIABILITY_Y2
Real number (ℝ)

SKEWED

Distinct20366
Distinct (%)100.0%
Missing33
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean25962800.89
Minimum-23953657.51
Maximum4.46499688 × 1011
Zeros0
Zeros (%)0.0%
Negative3
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.439312image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-23953657.51
5-th percentile347365.3988
Q1364268.1144
median385462.112
Q3636819.1837
95-th percentile7144039.343
Maximum4.46499688 × 1011
Range4.465236416 × 1011
Interquartile range (IQR)272551.0693

Descriptive statistics

Standard deviation3133179413
Coefficient of variation (CV)120.6795609
Kurtosis20249.95072
Mean25962800.89
Median Absolute Deviation (MAD)32222.43635
Skewness142.1153457
Sum5.28758403 × 1011
Variance9.816813233 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:40.485601image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
50249821.651
 
< 0.1%
397014.27971
 
< 0.1%
537597.17521
 
< 0.1%
485744.45521
 
< 0.1%
379626.54661
 
< 0.1%
577052.98041
 
< 0.1%
340465.8641
 
< 0.1%
366690.88481
 
< 0.1%
1607594.1391
 
< 0.1%
386923.38011
 
< 0.1%
Other values (20356)20356
99.8%
(Missing)33
 
0.2%
ValueCountFrequency (%)
-23953657.511
< 0.1%
-23117530.381
< 0.1%
-21450946.061
< 0.1%
338565.33671
< 0.1%
339242.17741
< 0.1%
ValueCountFrequency (%)
4.46499688 × 10111
< 0.1%
2.077843412 × 10101
< 0.1%
1.1399605 × 10101
< 0.1%
11123204651
< 0.1%
10194577661
< 0.1%

CURRENTLIABILITY_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16726
Distinct (%)100.0%
Missing3673
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean67827153.14
Minimum-21512070.26
Maximum4.579318879 × 1011
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.532539image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-21512070.26
5-th percentile346668.9284
Q1362339.4961
median380342.995
Q3577009.4729
95-th percentile6327617.487
Maximum4.579318879 × 1011
Range4.579534 × 1011
Interquartile range (IQR)214669.9768

Descriptive statistics

Standard deviation5110108852
Coefficient of variation (CV)75.34016416
Kurtosis7720.186492
Mean67827153.14
Median Absolute Deviation (MAD)27560.46547
Skewness86.92217619
Sum1.134476963 × 1012
Variance2.611321248 × 1019
MonotonicityNot monotonic
2022-02-10T19:40:40.579478image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367150.90711
 
< 0.1%
345785.91761
 
< 0.1%
360235.30681
 
< 0.1%
362869.20781
 
< 0.1%
363884.6871
 
< 0.1%
360917.4091
 
< 0.1%
695704.91281
 
< 0.1%
357160.50151
 
< 0.1%
394503.94171
 
< 0.1%
349562.79261
 
< 0.1%
Other values (16716)16716
81.9%
(Missing)3673
 
18.0%
ValueCountFrequency (%)
-21512070.261
< 0.1%
329618.58951
< 0.1%
339535.02291
< 0.1%
339543.48671
< 0.1%
339546.55681
< 0.1%
ValueCountFrequency (%)
4.579318879 × 10111
< 0.1%
4.575794487 × 10111
< 0.1%
1.302348887 × 10111
< 0.1%
2.186459119 × 10101
< 0.1%
1.178732082 × 10101
< 0.1%

NONCURRLIA_Y0
Real number (ℝ)

SKEWED

Distinct20393
Distinct (%)100.0%
Missing6
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2876734.602
Minimum-424141.4009
Maximum4798003463
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.626367image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-424141.4009
5-th percentile343944.6324
Q1357768.3162
median373029.5013
Q3633784.4112
95-th percentile11111204.1
Maximum4798003463
Range4798427605
Interquartile range (IQR)276016.0951

Descriptive statistics

Standard deviation35777736.18
Coefficient of variation (CV)12.43692629
Kurtosis15833.42329
Mean2876734.602
Median Absolute Deviation (MAD)23512.12756
Skewness118.8389357
Sum5.866524873 × 1010
Variance1.280046406 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:40.675711image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
353405.89021
 
< 0.1%
349490.8831
 
< 0.1%
346316.90991
 
< 0.1%
373246.63531
 
< 0.1%
435749.91641
 
< 0.1%
526574.99771
 
< 0.1%
514995.68591
 
< 0.1%
359444.97711
 
< 0.1%
352267.36231
 
< 0.1%
347111.51941
 
< 0.1%
Other values (20383)20383
99.9%
(Missing)6
 
< 0.1%
ValueCountFrequency (%)
-424141.40091
< 0.1%
-257084.63141
< 0.1%
10415.207391
< 0.1%
82798.950661
< 0.1%
214872.98731
< 0.1%
ValueCountFrequency (%)
47980034631
< 0.1%
6685525411
< 0.1%
341893469.91
< 0.1%
337436916.21
< 0.1%
295515205.31
< 0.1%

NONCURRLIA_Y1
Real number (ℝ)

SKEWED

Distinct20385
Distinct (%)100.0%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean2735030.099
Minimum-258031.5219
Maximum5431459799
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.722888image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-258031.5219
5-th percentile344086.807
Q1357578.6695
median372540.3454
Q3606408.8639
95-th percentile10481880.84
Maximum5431459799
Range5431717830
Interquartile range (IQR)248830.1944

Descriptive statistics

Standard deviation39841591.3
Coefficient of variation (CV)14.56714912
Kurtosis16917.21681
Mean2735030.099
Median Absolute Deviation (MAD)23084.02863
Skewness124.6340046
Sum5.575358856 × 1010
Variance1.587352397 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:40.771519image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
355716.99311
 
< 0.1%
429268.9521
 
< 0.1%
557306.18271
 
< 0.1%
386570.49561
 
< 0.1%
390502.12331
 
< 0.1%
339541.54851
 
< 0.1%
347111.52431
 
< 0.1%
347166.90511
 
< 0.1%
368862.71471
 
< 0.1%
2465287.3741
 
< 0.1%
Other values (20375)20375
99.9%
(Missing)14
 
0.1%
ValueCountFrequency (%)
-258031.52191
< 0.1%
-142174.60771
< 0.1%
98065.579571
< 0.1%
196884.68541
< 0.1%
203506.44041
< 0.1%
ValueCountFrequency (%)
54314597991
< 0.1%
599198591.51
< 0.1%
372474535.11
< 0.1%
368895769.41
< 0.1%
352791429.41
< 0.1%

NONCURRLIA_Y2
Real number (ℝ)

SKEWED

Distinct20365
Distinct (%)100.0%
Missing34
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean5300648.346
Minimum-140236.8489
Maximum3.489225306 × 1010
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:40.819859image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-140236.8489
5-th percentile343792.304
Q1357096.2275
median372193.912
Q3580310.8665
95-th percentile9448055.015
Maximum3.489225306 × 1010
Range3.48923933 × 1010
Interquartile range (IQR)223214.6389

Descriptive statistics

Standard deviation287106445.8
Coefficient of variation (CV)54.16440161
Kurtosis12165.48609
Mean5300648.346
Median Absolute Deviation (MAD)22566.40267
Skewness107.9194777
Sum1.079477036 × 1011
Variance8.243011122 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:40.866471image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
339754.34211
 
< 0.1%
364268.35311
 
< 0.1%
417163.56381
 
< 0.1%
468388.1381
 
< 0.1%
576497.74291
 
< 0.1%
380450.2351
 
< 0.1%
389394.52711
 
< 0.1%
341450.86951
 
< 0.1%
371801.71571
 
< 0.1%
355660.66021
 
< 0.1%
Other values (20355)20355
99.8%
(Missing)34
 
0.2%
ValueCountFrequency (%)
-140236.84891
< 0.1%
1684.8772491
< 0.1%
190914.13251
< 0.1%
204701.12741
< 0.1%
321395.28441
< 0.1%
ValueCountFrequency (%)
3.489225306 × 10101
< 0.1%
2.120141667 × 10101
< 0.1%
25945787051
< 0.1%
15207525341
< 0.1%
687689737.41
< 0.1%

NONCURRLIA_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16707
Distinct (%)100.0%
Missing3692
Missing (%)18.1%
Infinite0
Infinite (%)0.0%
Mean9902116.418
Minimum1636.282037
Maximum3.43237532 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:40.915704image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum1636.282037
5-th percentile343482.537
Q1356382.5522
median370824.4972
Q3517303.6027
95-th percentile8201762.64
Maximum3.43237532 × 1010
Range3.432375156 × 1010
Interquartile range (IQR)160921.0505

Descriptive statistics

Standard deviation452711168.6
Coefficient of variation (CV)45.71862715
Kurtosis4637.358671
Mean9902116.418
Median Absolute Deviation (MAD)20617.96201
Skewness66.39184366
Sum1.65434659 × 1011
Variance2.049474021 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:40.962307image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
340960.10551
 
< 0.1%
342369.00551
 
< 0.1%
343703.44181
 
< 0.1%
50823488.81
 
< 0.1%
355473.4831
 
< 0.1%
449633.54791
 
< 0.1%
376877.78491
 
< 0.1%
374536.73531
 
< 0.1%
368257.08491
 
< 0.1%
6017697.111
 
< 0.1%
Other values (16697)16697
81.9%
(Missing)3692
 
18.1%
ValueCountFrequency (%)
1636.2820371
< 0.1%
134169.41231
< 0.1%
191832.09331
< 0.1%
339198.82161
< 0.1%
339222.74761
< 0.1%
ValueCountFrequency (%)
3.43237532 × 10101
< 0.1%
3.428253981 × 10101
< 0.1%
2.381606916 × 10101
< 0.1%
2.012619171 × 10101
< 0.1%
74301585101
< 0.1%

TOTALEQUITY_Y0
Real number (ℝ)

SKEWED

Distinct20392
Distinct (%)100.0%
Missing7
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3045847.44
Minimum-1510393487
Maximum2106820248
Zeros0
Zeros (%)0.0%
Negative130
Negative (%)0.6%
Memory size159.5 KiB
2022-02-10T19:40:41.011969image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1510393487
5-th percentile345787.4938
Q1364151.1229
median390675.4873
Q3746634.1784
95-th percentile11622441.81
Maximum2106820248
Range3617213736
Interquartile range (IQR)382483.0555

Descriptive statistics

Standard deviation23830581.1
Coefficient of variation (CV)7.82395756
Kurtosis3837.570467
Mean3045847.44
Median Absolute Deviation (MAD)39430.28935
Skewness25.47679523
Sum6.2110921 × 1010
Variance5.678965958 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:41.058435image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
353365.1591
 
< 0.1%
375529.94911
 
< 0.1%
389015.02721
 
< 0.1%
359534.74231
 
< 0.1%
371919.79881
 
< 0.1%
407177.83121
 
< 0.1%
665048.93541
 
< 0.1%
644122.82141
 
< 0.1%
472368.73441
 
< 0.1%
434096.55531
 
< 0.1%
Other values (20382)20382
99.9%
(Missing)7
 
< 0.1%
ValueCountFrequency (%)
-15103934871
< 0.1%
-224686151
< 0.1%
-20435448.651
< 0.1%
-19849606.181
< 0.1%
-16303241.171
< 0.1%
ValueCountFrequency (%)
21068202481
< 0.1%
549885462.31
< 0.1%
5108577231
< 0.1%
5009892601
< 0.1%
360261516.21
< 0.1%

TOTALEQUITY_Y1
Real number (ℝ)

SKEWED

Distinct20376
Distinct (%)100.0%
Missing23
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean2963687.083
Minimum-1148899778
Maximum1973042987
Zeros0
Zeros (%)0.0%
Negative129
Negative (%)0.6%
Memory size159.5 KiB
2022-02-10T19:40:41.108983image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1148899778
5-th percentile345265.8736
Q1363870.7783
median388413.114
Q3734508.0033
95-th percentile11111448.54
Maximum1973042987
Range3121942765
Interquartile range (IQR)370637.2251

Descriptive statistics

Standard deviation22167602.16
Coefficient of variation (CV)7.479737753
Kurtosis3518.571915
Mean2963687.083
Median Absolute Deviation (MAD)37438.11832
Skewness33.2872934
Sum6.0388088 × 1010
Variance4.914025856 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:41.156905image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
347914.9281
 
< 0.1%
571111.79931
 
< 0.1%
347958.87321
 
< 0.1%
469088.47791
 
< 0.1%
347541.23411
 
< 0.1%
346183.811
 
< 0.1%
467714.89671
 
< 0.1%
453518.92761
 
< 0.1%
2154434.3871
 
< 0.1%
385370.55041
 
< 0.1%
Other values (20366)20366
99.8%
(Missing)23
 
0.1%
ValueCountFrequency (%)
-11488997781
< 0.1%
-23358176.651
< 0.1%
-21069261.841
< 0.1%
-20552594.371
< 0.1%
-13316467.591
< 0.1%
ValueCountFrequency (%)
19730429871
< 0.1%
600351128.61
< 0.1%
589453871.71
< 0.1%
523530832.41
< 0.1%
354475874.81
< 0.1%

TOTALEQUITY_Y2
Real number (ℝ)

SKEWED

Distinct20318
Distinct (%)100.0%
Missing81
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean7156596.1
Minimum-34447396.26
Maximum4.170104167 × 1010
Zeros0
Zeros (%)0.0%
Negative136
Negative (%)0.7%
Memory size159.5 KiB
2022-02-10T19:40:41.207923image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-34447396.26
5-th percentile345217.5516
Q1363204.6757
median386669.3148
Q3704393.9484
95-th percentile10447594.41
Maximum4.170104167 × 1010
Range4.173548907 × 1010
Interquartile range (IQR)341189.2727

Descriptive statistics

Standard deviation376148213.9
Coefficient of variation (CV)52.55965387
Kurtosis10193.26101
Mean7156596.1
Median Absolute Deviation (MAD)35672.51801
Skewness99.31896484
Sum1.454077196 × 1011
Variance1.414874788 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:41.254137image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
336798.23471
 
< 0.1%
385694.97061
 
< 0.1%
381584.8961
 
< 0.1%
681704.26821
 
< 0.1%
585518.33441
 
< 0.1%
471571.91351
 
< 0.1%
376934.36451
 
< 0.1%
459885.84091
 
< 0.1%
362575.77311
 
< 0.1%
369296.72441
 
< 0.1%
Other values (20308)20308
99.6%
(Missing)81
 
0.4%
ValueCountFrequency (%)
-34447396.261
< 0.1%
-21048654.091
< 0.1%
-20896690.261
< 0.1%
-20637896.751
< 0.1%
-13740001.381
< 0.1%
ValueCountFrequency (%)
4.170104167 × 10101
< 0.1%
3.254322863 × 10101
< 0.1%
74731520931
< 0.1%
26738519931
< 0.1%
25334247851
< 0.1%

TOTALEQUITY_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16659
Distinct (%)100.0%
Missing3740
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean14463934.61
Minimum-761142950.5
Maximum4.3920632 × 1010
Zeros0
Zeros (%)0.0%
Negative95
Negative (%)0.5%
Memory size159.5 KiB
2022-02-10T19:40:41.302444image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-761142950.5
5-th percentile345010.0988
Q1361771.0601
median381100.7472
Q3630425.0654
95-th percentile9665632.379
Maximum4.3920632 × 1010
Range4.468177495 × 1010
Interquartile range (IQR)268654.0053

Descriptive statistics

Standard deviation650453925.8
Coefficient of variation (CV)44.97074574
Kurtosis3489.885009
Mean14463934.61
Median Absolute Deviation (MAD)30151.08663
Skewness58.402106
Sum2.409546867 × 1011
Variance4.230903096 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:41.349700image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
363626.77541
 
< 0.1%
363566.97291
 
< 0.1%
382459.24031
 
< 0.1%
346228.67861
 
< 0.1%
396550.02491
 
< 0.1%
363098.02161
 
< 0.1%
384236.35011
 
< 0.1%
340771.00691
 
< 0.1%
372059.06961
 
< 0.1%
350734.92511
 
< 0.1%
Other values (16649)16649
81.6%
(Missing)3740
 
18.3%
ValueCountFrequency (%)
-761142950.51
< 0.1%
-35489857.61
< 0.1%
-24279109.431
< 0.1%
-23893742.141
< 0.1%
-22068199.291
< 0.1%
ValueCountFrequency (%)
4.3920632 × 10101
< 0.1%
4.146045808 × 10101
< 0.1%
3.535613443 × 10101
< 0.1%
3.357136434 × 10101
< 0.1%
3.093542823 × 10101
< 0.1%

TOTALNETWORTH_Y0
Real number (ℝ)

SKEWED

Distinct20392
Distinct (%)100.0%
Missing7
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3177503.213
Minimum-1564133704
Maximum2138222975
Zeros0
Zeros (%)0.0%
Negative109
Negative (%)0.5%
Memory size159.5 KiB
2022-02-10T19:40:41.397349image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1564133704
5-th percentile346074.0202
Q1365010.7721
median392056.0808
Q3764967.6563
95-th percentile12047320.53
Maximum2138222975
Range3702356679
Interquartile range (IQR)399956.8842

Descriptive statistics

Standard deviation24230975.57
Coefficient of variation (CV)7.62579105
Kurtosis3866.791141
Mean3177503.213
Median Absolute Deviation (MAD)40529.87445
Skewness24.23391105
Sum6.479564553 × 1010
Variance5.871401769 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:41.443880image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
370004.87651
 
< 0.1%
352646.36891
 
< 0.1%
392390.12561
 
< 0.1%
365353.27431
 
< 0.1%
387058.22731
 
< 0.1%
403065.17491
 
< 0.1%
702036.6951
 
< 0.1%
646977.79761
 
< 0.1%
431359.42941
 
< 0.1%
450548.60321
 
< 0.1%
Other values (20382)20382
99.9%
(Missing)7
 
< 0.1%
ValueCountFrequency (%)
-15641337041
< 0.1%
-24002453.591
< 0.1%
-20228893.471
< 0.1%
-19684559.821
< 0.1%
-15423541.181
< 0.1%
ValueCountFrequency (%)
21382229751
< 0.1%
5106257611
< 0.1%
4970127751
< 0.1%
495158828.11
< 0.1%
368359076.21
< 0.1%

TOTALNETWORTH_Y1
Real number (ℝ)

SKEWED

Distinct20377
Distinct (%)100.0%
Missing22
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean3100112.657
Minimum-1133758260
Maximum1898705564
Zeros0
Zeros (%)0.0%
Negative108
Negative (%)0.5%
Memory size159.5 KiB
2022-02-10T19:40:41.493339image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1133758260
5-th percentile346044.2715
Q1364366.0959
median390169.0639
Q3749577.9741
95-th percentile11706884.66
Maximum1898705564
Range3032463824
Interquartile range (IQR)385211.8782

Descriptive statistics

Standard deviation22064257.55
Coefficient of variation (CV)7.117243788
Kurtosis3127.522877
Mean3100112.657
Median Absolute Deviation (MAD)38805.14262
Skewness30.47754407
Sum6.317099561 × 1010
Variance4.868314612 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:41.539104image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
351470.43471
 
< 0.1%
598489.49851
 
< 0.1%
354096.33691
 
< 0.1%
484940.30071
 
< 0.1%
351172.79121
 
< 0.1%
364872.94991
 
< 0.1%
431807.48351
 
< 0.1%
459605.51331
 
< 0.1%
2082354.551
 
< 0.1%
371642.66731
 
< 0.1%
Other values (20367)20367
99.8%
(Missing)22
 
0.1%
ValueCountFrequency (%)
-11337582601
< 0.1%
-23284557.951
< 0.1%
-20012851.571
< 0.1%
-19739000.061
< 0.1%
-13189952.871
< 0.1%
ValueCountFrequency (%)
18987055641
< 0.1%
637657796.11
< 0.1%
601443906.11
< 0.1%
479842374.41
< 0.1%
364133221.41
< 0.1%

TOTALNETWORTH_Y2
Real number (ℝ)

SKEWED

Distinct20321
Distinct (%)100.0%
Missing78
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean8843885.707
Minimum-32162879.12
Maximum5.343660899 × 1010
Zeros0
Zeros (%)0.0%
Negative113
Negative (%)0.6%
Memory size159.5 KiB
2022-02-10T19:40:41.586891image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-32162879.12
5-th percentile345520.3568
Q1363684.518
median388432.4643
Q3725316.8724
95-th percentile10976933.6
Maximum5.343660899 × 1010
Range5.346877187 × 1010
Interquartile range (IQR)361632.3543

Descriptive statistics

Standard deviation528906296.8
Coefficient of variation (CV)59.8047413
Kurtosis9883.442462
Mean8843885.707
Median Absolute Deviation (MAD)36966.07897
Skewness98.86936928
Sum1.797166015 × 1011
Variance2.797418708 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:41.636310image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
368761.94391
 
< 0.1%
367037.03111
 
< 0.1%
354394.86571
 
< 0.1%
672768.03131
 
< 0.1%
566207.87461
 
< 0.1%
494384.66851
 
< 0.1%
360995.14321
 
< 0.1%
479212.79461
 
< 0.1%
340388.45381
 
< 0.1%
366869.24411
 
< 0.1%
Other values (20311)20311
99.6%
(Missing)78
 
0.4%
ValueCountFrequency (%)
-32162879.121
< 0.1%
-21747976.481
< 0.1%
-21686919.021
< 0.1%
-21042346.41
< 0.1%
-14275439.831
< 0.1%
ValueCountFrequency (%)
5.343660899 × 10101
< 0.1%
5.245312313 × 10101
< 0.1%
75067783431
< 0.1%
27610826631
< 0.1%
25979065141
< 0.1%

TOTALNETWORTH_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16660
Distinct (%)100.0%
Missing3739
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean18639990.24
Minimum-806023244.5
Maximum5.874037535 × 1010
Zeros0
Zeros (%)0.0%
Negative78
Negative (%)0.4%
Memory size159.5 KiB
2022-02-10T19:40:41.684355image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-806023244.5
5-th percentile345216.9639
Q1362300.0911
median381978.2434
Q3647480.9831
95-th percentile10153727.91
Maximum5.874037535 × 1010
Range5.954639859 × 1010
Interquartile range (IQR)285180.892

Descriptive statistics

Standard deviation894206184.1
Coefficient of variation (CV)47.97245989
Kurtosis3650.698386
Mean18639990.24
Median Absolute Deviation (MAD)31193.70765
Skewness59.81645925
Sum3.105422374 × 1011
Variance7.996046996 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:41.730588image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
343660.17441
 
< 0.1%
377176.28481
 
< 0.1%
379875.07231
 
< 0.1%
335091.58781
 
< 0.1%
389168.32831
 
< 0.1%
363555.04771
 
< 0.1%
383696.75531
 
< 0.1%
342050.01151
 
< 0.1%
360966.46581
 
< 0.1%
370915.191
 
< 0.1%
Other values (16650)16650
81.6%
(Missing)3739
 
18.3%
ValueCountFrequency (%)
-806023244.51
< 0.1%
-35745925.051
< 0.1%
-24103139.861
< 0.1%
-23780760.081
< 0.1%
-21481750.441
< 0.1%
ValueCountFrequency (%)
5.874037535 × 10101
< 0.1%
5.689210427 × 10101
< 0.1%
5.377618584 × 10101
< 0.1%
5.187772023 × 10101
< 0.1%
3.134195013 × 10101
< 0.1%

CAPITALIZATION_Y0
Real number (ℝ)

SKEWED

Distinct20396
Distinct (%)100.0%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean5190475.512
Minimum-9222020.629
Maximum2553284071
Zeros0
Zeros (%)0.0%
Negative20
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:41.778302image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-9222020.629
5-th percentile349631.731
Q1370262.604
median420897.7488
Q31188774.402
95-th percentile20707020.83
Maximum2553284071
Range2562506091
Interquartile range (IQR)818511.798

Descriptive statistics

Standard deviation31602152.74
Coefficient of variation (CV)6.088488939
Kurtosis2843.273221
Mean5190475.512
Median Absolute Deviation (MAD)66526.42474
Skewness41.4791265
Sum1.058649385 × 1011
Variance9.98696058 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:41.827403image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
369734.61041
 
< 0.1%
362413.13621
 
< 0.1%
379732.64181
 
< 0.1%
405405.66211
 
< 0.1%
662974.56541
 
< 0.1%
700587.87041
 
< 0.1%
748209.61861
 
< 0.1%
376599.62611
 
< 0.1%
446820.62021
 
< 0.1%
345531.99891
 
< 0.1%
Other values (20386)20386
99.9%
(Missing)3
 
< 0.1%
ValueCountFrequency (%)
-9222020.6291
< 0.1%
-5448557.0211
< 0.1%
-4205680.9961
< 0.1%
-4071522.2591
< 0.1%
-2968834.0871
< 0.1%
ValueCountFrequency (%)
25532840711
< 0.1%
19650264341
< 0.1%
560421024.31
< 0.1%
543213291.61
< 0.1%
542826948.91
< 0.1%

CAPITALIZATION_Y1
Real number (ℝ)

SKEWED

Distinct20382
Distinct (%)100.0%
Missing17
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean4978917.638
Minimum-8938885.087
Maximum2863981871
Zeros0
Zeros (%)0.0%
Negative17
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:41.875630image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8938885.087
5-th percentile349244.5395
Q1369469.2927
median416659.8942
Q31128912.686
95-th percentile19395405.84
Maximum2863981871
Range2872920756
Interquartile range (IQR)759443.3933

Descriptive statistics

Standard deviation34331354.68
Coefficient of variation (CV)6.895344968
Kurtosis3832.107025
Mean4978917.638
Median Absolute Deviation (MAD)62688.4767
Skewness51.05151092
Sum1.014802993 × 1011
Variance1.178641914 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:41.922904image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
355117.24891
 
< 0.1%
773211.23821
 
< 0.1%
584802.31441
 
< 0.1%
352262.54211
 
< 0.1%
371638.79341
 
< 0.1%
803471.3211
 
< 0.1%
476118.06681
 
< 0.1%
3990257.081
 
< 0.1%
356257.76921
 
< 0.1%
13008586.761
 
< 0.1%
Other values (20372)20372
99.9%
(Missing)17
 
0.1%
ValueCountFrequency (%)
-8938885.0871
< 0.1%
-5279708.0241
< 0.1%
-4841235.2411
< 0.1%
-1590892.6911
< 0.1%
-1287672.9411
< 0.1%
ValueCountFrequency (%)
28639818711
< 0.1%
25308121361
< 0.1%
589136757.61
< 0.1%
576122106.91
< 0.1%
5598073331
< 0.1%

CAPITALIZATION_Y2
Real number (ℝ)

SKEWED

Distinct20330
Distinct (%)100.0%
Missing69
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean13962074.98
Minimum-8757887.792
Maximum9.118516327 × 1010
Zeros0
Zeros (%)0.0%
Negative23
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:41.972654image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8757887.792
5-th percentile348601.3684
Q1368793.7977
median410798.6358
Q31066563.694
95-th percentile18364745.96
Maximum9.118516327 × 1010
Range9.119392116 × 1010
Interquartile range (IQR)697769.8964

Descriptive statistics

Standard deviation848778541.7
Coefficient of variation (CV)60.79171919
Kurtosis9980.471151
Mean13962074.98
Median Absolute Deviation (MAD)57983.3842
Skewness98.86211282
Sum2.838489844 × 1011
Variance7.204250129 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:42.259522image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
15619861.841
 
< 0.1%
651829.80571
 
< 0.1%
744955.76361
 
< 0.1%
382980.71641
 
< 0.1%
575263.19071
 
< 0.1%
368308.62861
 
< 0.1%
349280.17591
 
< 0.1%
684782.14921
 
< 0.1%
471932.34081
 
< 0.1%
343573.80121
 
< 0.1%
Other values (20320)20320
99.6%
(Missing)69
 
0.3%
ValueCountFrequency (%)
-8757887.7921
< 0.1%
-5252655.7271
< 0.1%
-5142916.991
< 0.1%
-3660610.0851
< 0.1%
-3596643.4841
< 0.1%
ValueCountFrequency (%)
9.118516327 × 10101
< 0.1%
7.754256291 × 10101
< 0.1%
1.7014011 × 10101
< 0.1%
34086175951
< 0.1%
25914785331
< 0.1%

CAPITALIZATION_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16664
Distinct (%)100.0%
Missing3735
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean28777746.54
Minimum-9722229.73
Maximum9.218785449 × 1010
Zeros0
Zeros (%)0.0%
Negative19
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:42.306309image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-9722229.73
5-th percentile347603.4818
Q1366122.0528
median399386.4232
Q3889971.9577
95-th percentile16767867.33
Maximum9.218785449 × 1010
Range9.219757672 × 1010
Interquartile range (IQR)523849.905

Descriptive statistics

Standard deviation1371655200
Coefficient of variation (CV)47.66374594
Kurtosis3696.823115
Mean28777746.54
Median Absolute Deviation (MAD)46963.05254
Skewness59.9888368
Sum4.795523683 × 1011
Variance1.881437987 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:42.352234image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
356323.99631
 
< 0.1%
364628.09461
 
< 0.1%
411245.80091
 
< 0.1%
428356.8571
 
< 0.1%
355655.7331
 
< 0.1%
377303.27131
 
< 0.1%
370564.79711
 
< 0.1%
377623.32421
 
< 0.1%
662794.13871
 
< 0.1%
131328086.71
 
< 0.1%
Other values (16654)16654
81.6%
(Missing)3735
 
18.3%
ValueCountFrequency (%)
-9722229.731
< 0.1%
-3590656.31
< 0.1%
-2287356.0641
< 0.1%
-2272792.9451
< 0.1%
-2263877.5941
< 0.1%
ValueCountFrequency (%)
9.218785449 × 10101
< 0.1%
9.196782833 × 10101
< 0.1%
7.667890788 × 10101
< 0.1%
7.644369204 × 10101
< 0.1%
4.932893873 × 10101
< 0.1%

TOTINTEXP_Y0
Real number (ℝ≥0)

SKEWED

Distinct20393
Distinct (%)100.0%
Missing6
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean467630.6304
Minimum133477.7981
Maximum682654111.2
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:42.399520image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum133477.7981
5-th percentile342653.17
Q1352932.5773
median364777.3993
Q3377010.624
95-th percentile720197.3481
Maximum682654111.2
Range682520633.4
Interquartile range (IQR)24078.0466

Descriptive statistics

Standard deviation4791163.077
Coefficient of variation (CV)10.24561431
Kurtosis20158.21893
Mean467630.6304
Median Absolute Deviation (MAD)11955.97263
Skewness141.5752489
Sum9536391446
Variance2.295524363 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:42.446043image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
370169.54041
 
< 0.1%
365748.96531
 
< 0.1%
356781.66231
 
< 0.1%
352059.68041
 
< 0.1%
369216.82171
 
< 0.1%
350321.64371
 
< 0.1%
388712.42961
 
< 0.1%
354002.68221
 
< 0.1%
361334.63591
 
< 0.1%
349040.96711
 
< 0.1%
Other values (20383)20383
99.9%
(Missing)6
 
< 0.1%
ValueCountFrequency (%)
133477.79811
< 0.1%
194817.94091
< 0.1%
329733.4231
< 0.1%
333227.01281
< 0.1%
339207.54441
< 0.1%
ValueCountFrequency (%)
682654111.21
< 0.1%
13316807.861
< 0.1%
12044193.791
< 0.1%
11957713.871
< 0.1%
10021293.481
< 0.1%

TOTINTEXP_Y1
Real number (ℝ)

SKEWED

Distinct20385
Distinct (%)100.0%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean437374.86
Minimum-111913.2896
Maximum164329339.6
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:42.496400image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-111913.2896
5-th percentile342809.212
Q1353045.4271
median364673.0923
Q3376043.6272
95-th percentile703701.2283
Maximum164329339.6
Range164441252.9
Interquartile range (IQR)22998.20015

Descriptive statistics

Standard deviation1199858.057
Coefficient of variation (CV)2.743317384
Kurtosis17081.59014
Mean437374.86
Median Absolute Deviation (MAD)11552.22456
Skewness125.3814822
Sum8915886521
Variance1.439659357 × 1012
MonotonicityNot monotonic
2022-02-10T19:40:42.542565image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344003.48041
 
< 0.1%
363900.99631
 
< 0.1%
395413.27341
 
< 0.1%
341168.85541
 
< 0.1%
373224.4821
 
< 0.1%
348535.9781
 
< 0.1%
344722.81841
 
< 0.1%
343492.73651
 
< 0.1%
367537.43991
 
< 0.1%
395137.98161
 
< 0.1%
Other values (20375)20375
99.9%
(Missing)14
 
0.1%
ValueCountFrequency (%)
-111913.28961
< 0.1%
-111877.39981
< 0.1%
166852.94191
< 0.1%
171385.28141
< 0.1%
187599.12441
< 0.1%
ValueCountFrequency (%)
164329339.61
< 0.1%
12372540.61
< 0.1%
10182451.941
< 0.1%
10103122.021
< 0.1%
10059086.211
< 0.1%

TOTINTEXP_Y2
Real number (ℝ)

SKEWED

Distinct20368
Distinct (%)100.0%
Missing31
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean551170.2376
Minimum-120399.5493
Maximum1169353843
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:42.590411image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-120399.5493
5-th percentile342541.1791
Q1352586.8093
median364168.3012
Q3375449.657
95-th percentile684931.2828
Maximum1169353843
Range1169474242
Interquartile range (IQR)22862.84775

Descriptive statistics

Standard deviation11043573.7
Coefficient of variation (CV)20.03659296
Kurtosis9250.045838
Mean551170.2376
Median Absolute Deviation (MAD)11479.38995
Skewness94.5404126
Sum1.12262354 × 1010
Variance1.219605201 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:42.638439image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
372145.32431
 
< 0.1%
358429.02451
 
< 0.1%
364654.69761
 
< 0.1%
346653.28171
 
< 0.1%
356691.67731
 
< 0.1%
394656.51431
 
< 0.1%
367733.44011
 
< 0.1%
362880.06431
 
< 0.1%
353145.68881
 
< 0.1%
343137.24241
 
< 0.1%
Other values (20358)20358
99.8%
(Missing)31
 
0.2%
ValueCountFrequency (%)
-120399.54931
< 0.1%
128202.58111
< 0.1%
331799.74021
< 0.1%
338556.97691
< 0.1%
338915.6171
< 0.1%
ValueCountFrequency (%)
11693538431
< 0.1%
977306231.31
< 0.1%
4017540581
< 0.1%
15740759.171
< 0.1%
14176649.41
< 0.1%

TOTINTEXP_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16721
Distinct (%)100.0%
Missing3678
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean650609.5896
Minimum173198.9792
Maximum1020090599
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:42.687627image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum173198.9792
5-th percentile342487.2626
Q1352067.2288
median363419.6396
Q3374213.318
95-th percentile656498.7954
Maximum1020090599
Range1019917400
Interquartile range (IQR)22146.0892

Descriptive statistics

Standard deviation13233161.95
Coefficient of variation (CV)20.33963558
Kurtosis4455.513535
Mean650609.5896
Median Absolute Deviation (MAD)11065.0717
Skewness64.61120912
Sum1.087884295 × 1010
Variance1.751165753 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:42.735556image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367363.46521
 
< 0.1%
368328.1571
 
< 0.1%
1705547.5191
 
< 0.1%
349478.1381
 
< 0.1%
368841.77821
 
< 0.1%
342004.28211
 
< 0.1%
353845.80691
 
< 0.1%
347162.61691
 
< 0.1%
359263.07651
 
< 0.1%
352497.16171
 
< 0.1%
Other values (16711)16711
81.9%
(Missing)3678
 
18.0%
ValueCountFrequency (%)
173198.97921
< 0.1%
338386.92461
< 0.1%
338817.23861
< 0.1%
339259.12691
< 0.1%
339264.22481
< 0.1%
ValueCountFrequency (%)
10200905991
< 0.1%
962931378.71
< 0.1%
730155696.71
< 0.1%
430500965.31
< 0.1%
385260070.71
< 0.1%

LEASERENTEXP_Y0
Real number (ℝ≥0)

SKEWED

Distinct20393
Distinct (%)100.0%
Missing6
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean396176.9678
Minimum273594.9992
Maximum28957619.63
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:42.783024image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum273594.9992
5-th percentile341385.5016
Q1349816.6704
median360302.9425
Q3370357.0028
95-th percentile520462.9202
Maximum28957619.63
Range28684024.63
Interquartile range (IQR)20540.33245

Descriptive statistics

Standard deviation371008.8527
Coefficient of variation (CV)0.9364725434
Kurtosis3602.236871
Mean396176.9678
Median Absolute Deviation (MAD)10259.45302
Skewness51.22880637
Sum8079236904
Variance1.376475687 × 1011
MonotonicityNot monotonic
2022-02-10T19:40:42.829468image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
370634.59491
 
< 0.1%
350057.46271
 
< 0.1%
360022.42991
 
< 0.1%
355050.80211
 
< 0.1%
358903.24561
 
< 0.1%
351071.17991
 
< 0.1%
370562.18091
 
< 0.1%
353417.42861
 
< 0.1%
358709.37971
 
< 0.1%
359168.46161
 
< 0.1%
Other values (20383)20383
99.9%
(Missing)6
 
< 0.1%
ValueCountFrequency (%)
273594.99921
< 0.1%
295830.66851
< 0.1%
307809.20191
< 0.1%
311764.63711
< 0.1%
326233.27851
< 0.1%
ValueCountFrequency (%)
28957619.631
< 0.1%
28483841.521
< 0.1%
18002317.591
< 0.1%
5420232.4781
< 0.1%
5315964.3041
< 0.1%

LEASERENTEXP_Y1
Real number (ℝ≥0)

SKEWED

Distinct20385
Distinct (%)100.0%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean392943.7285
Minimum249189.3018
Maximum25383494.78
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:42.878778image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum249189.3018
5-th percentile341389.0185
Q1349822.1681
median360071.5558
Q3370275.9433
95-th percentile508547.6789
Maximum25383494.78
Range25134305.47
Interquartile range (IQR)20453.77526

Descriptive statistics

Standard deviation290111.5994
Coefficient of variation (CV)0.7383031676
Kurtosis3204.957357
Mean392943.7285
Median Absolute Deviation (MAD)10233.43434
Skewness43.95217418
Sum8010157905
Variance8.416474013 × 1010
MonotonicityNot monotonic
2022-02-10T19:40:42.929005image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
374281.41351
 
< 0.1%
369873.911
 
< 0.1%
362013.07911
 
< 0.1%
343957.84431
 
< 0.1%
365314.73651
 
< 0.1%
346860.20191
 
< 0.1%
350370.14921
 
< 0.1%
341396.03941
 
< 0.1%
353793.85161
 
< 0.1%
359838.67121
 
< 0.1%
Other values (20375)20375
99.9%
(Missing)14
 
0.1%
ValueCountFrequency (%)
249189.30181
< 0.1%
280276.85421
< 0.1%
306421.29311
< 0.1%
314245.98921
< 0.1%
316107.15411
< 0.1%
ValueCountFrequency (%)
25383494.781
< 0.1%
16418842.321
< 0.1%
5164187.9621
< 0.1%
4963514.5611
< 0.1%
4930379.2951
< 0.1%

LEASERENTEXP_Y2
Real number (ℝ≥0)

SKEWED

Distinct20365
Distinct (%)100.0%
Missing34
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean390276.3567
Minimum299248.7833
Maximum25717098.73
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:42.976343image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum299248.7833
5-th percentile341497.9238
Q1349887.9538
median360148.4754
Q3369943.5372
95-th percentile495899.9207
Maximum25717098.73
Range25417849.95
Interquartile range (IQR)20055.58343

Descriptive statistics

Standard deviation283461.1685
Coefficient of variation (CV)0.7263088417
Kurtosis3652.266257
Mean390276.3567
Median Absolute Deviation (MAD)10025.96809
Skewness47.62725654
Sum7947978004
Variance8.035023407 × 1010
MonotonicityNot monotonic
2022-02-10T19:40:43.026652image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
354097.18681
 
< 0.1%
349886.50151
 
< 0.1%
353027.8861
 
< 0.1%
343815.63681
 
< 0.1%
371336.46761
 
< 0.1%
356356.32311
 
< 0.1%
346255.73721
 
< 0.1%
353897.82921
 
< 0.1%
362383.12741
 
< 0.1%
357332.52381
 
< 0.1%
Other values (20355)20355
99.8%
(Missing)34
 
0.2%
ValueCountFrequency (%)
299248.78331
< 0.1%
306719.46581
< 0.1%
327137.99161
< 0.1%
338429.69161
< 0.1%
339197.56511
< 0.1%
ValueCountFrequency (%)
25717098.731
< 0.1%
16229231.141
< 0.1%
5291760.9091
< 0.1%
5139494.421
< 0.1%
4797579.7371
< 0.1%

LEASERENTEXP_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16706
Distinct (%)100.0%
Missing3693
Missing (%)18.1%
Infinite0
Infinite (%)0.0%
Mean386943.9078
Minimum320718.0178
Maximum25076527.86
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:43.074562image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum320718.0178
5-th percentile341310.2816
Q1349407.609
median359428.4245
Q3369386.3454
95-th percentile469465.776
Maximum25076527.86
Range24755809.84
Interquartile range (IQR)19978.73644

Descriptive statistics

Standard deviation266065.5328
Coefficient of variation (CV)0.6876074993
Kurtosis4492.937756
Mean386943.9078
Median Absolute Deviation (MAD)9994.625815
Skewness52.43416698
Sum6464284924
Variance7.079086776 × 1010
MonotonicityNot monotonic
2022-02-10T19:40:43.123006image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
362056.09381
 
< 0.1%
358071.8891
 
< 0.1%
371531.55191
 
< 0.1%
348922.46161
 
< 0.1%
363935.10561
 
< 0.1%
355383.71131
 
< 0.1%
350017.5071
 
< 0.1%
362898.23861
 
< 0.1%
371965.42491
 
< 0.1%
397667.11571
 
< 0.1%
Other values (16696)16696
81.8%
(Missing)3693
 
18.1%
ValueCountFrequency (%)
320718.01781
< 0.1%
339198.02361
< 0.1%
339198.97081
< 0.1%
339201.32981
< 0.1%
339203.13651
< 0.1%
ValueCountFrequency (%)
25076527.861
< 0.1%
5002004.6731
< 0.1%
4866899.3461
< 0.1%
4799880.851
< 0.1%
4774200.0011
< 0.1%

EBITDAR_Y0
Real number (ℝ)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1092240.344
Minimum-7691084.576
Maximum607493279.5
Zeros0
Zeros (%)0.0%
Negative38
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:43.171075image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-7691084.576
5-th percentile343986.78
Q1357769.7604
median372602.3474
Q3485507.316
95-th percentile3372359.84
Maximum607493279.5
Range615184364.1
Interquartile range (IQR)127737.5556

Descriptive statistics

Standard deviation5917210.83
Coefficient of variation (CV)5.417498868
Kurtosis5606.269213
Mean1092240.344
Median Absolute Deviation (MAD)21352.90722
Skewness60.37702208
Sum2.228061079 × 1010
Variance3.501338401 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:43.217360image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
375275.29041
 
< 0.1%
352932.1641
 
< 0.1%
358910.5191
 
< 0.1%
322372.00911
 
< 0.1%
448312.26221
 
< 0.1%
399404.65611
 
< 0.1%
361441.1071
 
< 0.1%
361257.98961
 
< 0.1%
367745.56031
 
< 0.1%
384592.44221
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
-7691084.5761
< 0.1%
-6133306.5961
< 0.1%
-4358407.1651
< 0.1%
-4001876.1041
< 0.1%
-2222075.4021
< 0.1%
ValueCountFrequency (%)
607493279.51
< 0.1%
236344856.11
< 0.1%
156540779.91
< 0.1%
149401061.41
< 0.1%
128129111.61
< 0.1%

EBITDAR_Y1
Real number (ℝ)

SKEWED

Distinct20388
Distinct (%)100.0%
Missing11
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1060763.897
Minimum-8142021.599
Maximum398266186.8
Zeros0
Zeros (%)0.0%
Negative45
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:43.266294image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8142021.599
5-th percentile344092.4989
Q1357730.1677
median372360.7283
Q3479351.4495
95-th percentile3290771.148
Maximum398266186.8
Range406408208.4
Interquartile range (IQR)121621.2818

Descriptive statistics

Standard deviation4849485.431
Coefficient of variation (CV)4.57169163
Kurtosis2553.044255
Mean1060763.897
Median Absolute Deviation (MAD)21033.27689
Skewness38.64995132
Sum2.162685434 × 1010
Variance2.351750894 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:43.314183image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
357961.98721
 
< 0.1%
439648.14671
 
< 0.1%
392745.03011
 
< 0.1%
369449.14221
 
< 0.1%
372936.27111
 
< 0.1%
360197.18061
 
< 0.1%
367894.73461
 
< 0.1%
401495.13281
 
< 0.1%
401821.53041
 
< 0.1%
609148.8451
 
< 0.1%
Other values (20378)20378
99.9%
(Missing)11
 
0.1%
ValueCountFrequency (%)
-8142021.5991
< 0.1%
-7799780.4711
< 0.1%
-7480740.1431
< 0.1%
-3327895.9381
< 0.1%
-3035283.9781
< 0.1%
ValueCountFrequency (%)
398266186.81
< 0.1%
226502454.91
< 0.1%
127010410.81
< 0.1%
126169555.11
< 0.1%
119178689.51
< 0.1%

EBITDAR_Y2
Real number (ℝ)

SKEWED

Distinct20360
Distinct (%)100.0%
Missing39
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean2302987.452
Minimum-35382000.47
Maximum1.221772137 × 1010
Zeros0
Zeros (%)0.0%
Negative21
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:43.363644image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-35382000.47
5-th percentile344004.0483
Q1357624.4
median372070.1909
Q3471409.6727
95-th percentile3187545.047
Maximum1.221772137 × 1010
Range1.225310337 × 1010
Interquartile range (IQR)113785.2727

Descriptive statistics

Standard deviation115610834.4
Coefficient of variation (CV)50.20037529
Kurtosis9869.01017
Mean2302987.452
Median Absolute Deviation (MAD)20551.17284
Skewness98.40582718
Sum4.688882453 × 1010
Variance1.336586503 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:43.412971image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
359846.00571
 
< 0.1%
382282.61141
 
< 0.1%
425830.44231
 
< 0.1%
377741.22231
 
< 0.1%
373159.08811
 
< 0.1%
361591.35781
 
< 0.1%
362142.62811
 
< 0.1%
405540.58951
 
< 0.1%
399872.27641
 
< 0.1%
597410.58061
 
< 0.1%
Other values (20350)20350
99.8%
(Missing)39
 
0.2%
ValueCountFrequency (%)
-35382000.471
< 0.1%
-8163157.4661
< 0.1%
-7464114.761
< 0.1%
-4031873.091
< 0.1%
-3781596.9751
< 0.1%
ValueCountFrequency (%)
1.221772137 × 10101
< 0.1%
1.080071716 × 10101
< 0.1%
23813058551
< 0.1%
383965834.51
< 0.1%
381670223.31
< 0.1%

EBITDAR_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16719
Distinct (%)100.0%
Missing3680
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean6021293.372
Minimum-37928117.7
Maximum3.164567248 × 1010
Zeros0
Zeros (%)0.0%
Negative22
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:43.461624image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-37928117.7
5-th percentile343822.1426
Q1356462.0205
median370502.2097
Q3447468.8413
95-th percentile2995944.246
Maximum3.164567248 × 1010
Range3.16836006 × 1010
Interquartile range (IQR)91006.82081

Descriptive statistics

Standard deviation312439655.4
Coefficient of variation (CV)51.88912682
Kurtosis6933.613417
Mean6021293.372
Median Absolute Deviation (MAD)18836.36979
Skewness77.75596681
Sum1.006700039 × 1011
Variance9.761853826 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:43.507589image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
358189.89481
 
< 0.1%
389765.11541
 
< 0.1%
359666.80711
 
< 0.1%
380568.39471
 
< 0.1%
355755.91541
 
< 0.1%
370554.99911
 
< 0.1%
371316.97371
 
< 0.1%
320106.39571
 
< 0.1%
369121.74021
 
< 0.1%
394694.01471
 
< 0.1%
Other values (16709)16709
81.9%
(Missing)3680
 
18.0%
ValueCountFrequency (%)
-37928117.71
< 0.1%
-7705881.111
< 0.1%
-6886957.8111
< 0.1%
-3834629.0331
< 0.1%
-3505746.4241
< 0.1%
ValueCountFrequency (%)
3.164567248 × 10101
< 0.1%
1.456030934 × 10101
< 0.1%
1.257323753 × 10101
< 0.1%
1.147151649 × 10101
< 0.1%
1.115308634 × 10101
< 0.1%

receivabledays_Y0
Real number (ℝ≥0)

SKEWED

Distinct20352
Distinct (%)100.0%
Missing47
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean707593.8308
Minimum337941.9466
Maximum1041456695
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:43.557093image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum337941.9466
5-th percentile341123.4447
Q1348195.1298
median357091.3215
Q3366209.0636
95-th percentile373203.2257
Maximum1041456695
Range1041118753
Interquartile range (IQR)18013.93371

Descriptive statistics

Standard deviation18887769.4
Coefficient of variation (CV)26.69295375
Kurtosis2907.090167
Mean707593.8308
Median Absolute Deviation (MAD)8991.723127
Skewness53.92440407
Sum1.440094964 × 1010
Variance3.567478329 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:43.605252image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
350879.11721
 
< 0.1%
345134.16171
 
< 0.1%
369486.51291
 
< 0.1%
356873.58341
 
< 0.1%
355009.09031
 
< 0.1%
369243.75421
 
< 0.1%
358072.97991
 
< 0.1%
362312.47271
 
< 0.1%
361341.54591
 
< 0.1%
351914.65661
 
< 0.1%
Other values (20342)20342
99.7%
(Missing)47
 
0.2%
ValueCountFrequency (%)
337941.94661
< 0.1%
339223.08281
< 0.1%
339231.66061
< 0.1%
339233.99641
< 0.1%
339234.4711
< 0.1%
ValueCountFrequency (%)
10414566951
< 0.1%
10287408521
< 0.1%
10248057981
< 0.1%
10218734501
< 0.1%
10201387171
< 0.1%

receivabledays_Y1
Real number (ℝ)

SKEWED

Distinct20340
Distinct (%)100.0%
Missing59
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean852081.5097
Minimum-123783.0499
Maximum1039076580
Zeros0
Zeros (%)0.0%
Negative1
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:43.653742image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-123783.0499
5-th percentile341020.8234
Q1348123.7001
median356949.6699
Q3365985.1318
95-th percentile373236.9595
Maximum1039076580
Range1039200363
Interquartile range (IQR)17861.43169

Descriptive statistics

Standard deviation22323620.39
Coefficient of variation (CV)26.19892597
Kurtosis2035.660044
Mean852081.5097
Median Absolute Deviation (MAD)8943.43467
Skewness45.12140478
Sum1.733133791 × 1010
Variance4.983440274 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:43.702078image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
350110.83911
 
< 0.1%
356716.57581
 
< 0.1%
353816.24181
 
< 0.1%
341671.67361
 
< 0.1%
350369.2381
 
< 0.1%
359157.48191
 
< 0.1%
346853.10771
 
< 0.1%
347773.55821
 
< 0.1%
345290.46391
 
< 0.1%
347265.34851
 
< 0.1%
Other values (20330)20330
99.7%
(Missing)59
 
0.3%
ValueCountFrequency (%)
-123783.04991
< 0.1%
339212.75341
< 0.1%
339213.56981
< 0.1%
339221.52021
< 0.1%
339222.41591
< 0.1%
ValueCountFrequency (%)
10390765801
< 0.1%
10376457441
< 0.1%
10310465641
< 0.1%
10277685331
< 0.1%
10206024431
< 0.1%

receivabledays_Y2
Real number (ℝ≥0)

SKEWED

Distinct20310
Distinct (%)100.0%
Missing89
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean507294.053
Minimum339219.3995
Maximum1025705921
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:43.750541image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339219.3995
5-th percentile340919.2015
Q1348074.0407
median357051.4952
Q3365987.8137
95-th percentile373293.7509
Maximum1025705921
Range1025366702
Interquartile range (IQR)17913.773

Descriptive statistics

Standard deviation12341358.54
Coefficient of variation (CV)24.32782026
Kurtosis6770.545943
Mean507294.053
Median Absolute Deviation (MAD)8957.398716
Skewness82.28542786
Sum1.030314222 × 1010
Variance1.523091306 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:43.798496image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
368407.52521
 
< 0.1%
362444.19451
 
< 0.1%
342913.88791
 
< 0.1%
351502.47751
 
< 0.1%
371915.95381
 
< 0.1%
358126.17281
 
< 0.1%
368779.81641
 
< 0.1%
344457.31311
 
< 0.1%
341026.18791
 
< 0.1%
364929.68721
 
< 0.1%
Other values (20300)20300
99.5%
(Missing)89
 
0.4%
ValueCountFrequency (%)
339219.39951
< 0.1%
339224.16351
< 0.1%
339233.48631
< 0.1%
339234.78211
< 0.1%
339238.10911
< 0.1%
ValueCountFrequency (%)
10257059211
< 0.1%
10231248531
< 0.1%
998506522.41
< 0.1%
2347648.0571
< 0.1%
1269752.1871
< 0.1%

receivabledays_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16606
Distinct (%)100.0%
Missing3793
Missing (%)18.6%
Infinite0
Infinite (%)0.0%
Mean357740.4646
Minimum339220.7026
Maximum4129563.459
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:43.846649image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339220.7026
5-th percentile341113.4972
Q1348164.0569
median357289.631
Q3366139.6644
95-th percentile373286.2726
Maximum4129563.459
Range3790342.756
Interquartile range (IQR)17975.60757

Descriptive statistics

Standard deviation35910.11869
Coefficient of variation (CV)0.1003803658
Kurtosis7779.160362
Mean357740.4646
Median Absolute Deviation (MAD)8989.047429
Skewness79.78595957
Sum5940638155
Variance1289536624
MonotonicityNot monotonic
2022-02-10T19:40:43.893392image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
363903.15071
 
< 0.1%
347979.82741
 
< 0.1%
363561.2711
 
< 0.1%
373982.76771
 
< 0.1%
345280.74951
 
< 0.1%
393364.56521
 
< 0.1%
369712.4351
 
< 0.1%
358953.64461
 
< 0.1%
350417.74981
 
< 0.1%
342337.18331
 
< 0.1%
Other values (16596)16596
81.4%
(Missing)3793
 
18.6%
ValueCountFrequency (%)
339220.70261
< 0.1%
339223.50651
< 0.1%
339225.89221
< 0.1%
339239.21411
< 0.1%
339240.44911
< 0.1%
ValueCountFrequency (%)
4129563.4591
< 0.1%
2181526.241
< 0.1%
1284444.1651
< 0.1%
1176102.0821
< 0.1%
985346.48751
< 0.1%

INVENTORYDAYS_Y0
Real number (ℝ≥0)

MISSING

Distinct19560
Distinct (%)100.0%
Missing839
Missing (%)4.1%
Infinite0
Infinite (%)0.0%
Mean25792460.53
Minimum339201.1853
Maximum1049861198
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:43.944057image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339201.1853
5-th percentile341144.5155
Q1348363.5216
median357444.3881
Q3366815.6631
95-th percentile374118.8685
Maximum1049861198
Range1049521997
Interquartile range (IQR)18452.14148

Descriptive statistics

Standard deviation157597204.7
Coefficient of variation (CV)6.110204356
Kurtosis34.52226015
Mean25792460.53
Median Absolute Deviation (MAD)9226.396805
Skewness6.040261188
Sum5.045005279 × 1011
Variance2.483687892 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:43.992381image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
363186.58521
 
< 0.1%
346190.20451
 
< 0.1%
10293568761
 
< 0.1%
351752.66921
 
< 0.1%
340888.13481
 
< 0.1%
340226.0641
 
< 0.1%
367607.37221
 
< 0.1%
368249.66971
 
< 0.1%
364134.3361
 
< 0.1%
365635.91521
 
< 0.1%
Other values (19550)19550
95.8%
(Missing)839
 
4.1%
ValueCountFrequency (%)
339201.18531
< 0.1%
339201.24481
< 0.1%
339219.94111
< 0.1%
339220.39131
< 0.1%
339237.61661
< 0.1%
ValueCountFrequency (%)
10498611981
< 0.1%
10496656531
< 0.1%
10496034571
< 0.1%
10495267441
< 0.1%
10494657421
< 0.1%

INVENTORYDAYS_Y1
Real number (ℝ≥0)

MISSING

Distinct19545
Distinct (%)100.0%
Missing854
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean25574655.38
Minimum337506.1864
Maximum1050174347
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:44.040976image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum337506.1864
5-th percentile341047.9766
Q1348241.5544
median357542.9945
Q3366740.9954
95-th percentile374044.2791
Maximum1050174347
Range1049836841
Interquartile range (IQR)18499.44103

Descriptive statistics

Standard deviation156999981
Coefficient of variation (CV)6.138889407
Kurtosis34.89503526
Mean25574655.38
Median Absolute Deviation (MAD)9256.664891
Skewness6.070966301
Sum4.998566394 × 1011
Variance2.464899403 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.089209image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
369806.60081
 
< 0.1%
353723.47651
 
< 0.1%
373655.95441
 
< 0.1%
356295.86331
 
< 0.1%
10192750851
 
< 0.1%
347065.981
 
< 0.1%
364458.81981
 
< 0.1%
354988.24881
 
< 0.1%
366890.01171
 
< 0.1%
359282.37231
 
< 0.1%
Other values (19535)19535
95.8%
(Missing)854
 
4.2%
ValueCountFrequency (%)
337506.18641
< 0.1%
339199.03711
< 0.1%
339208.97181
< 0.1%
339211.99871
< 0.1%
339217.96221
< 0.1%
ValueCountFrequency (%)
10501743471
< 0.1%
10501722351
< 0.1%
10501159001
< 0.1%
10499402991
< 0.1%
10493772971
< 0.1%

INVENTORYDAYS_Y2
Real number (ℝ≥0)

MISSING

Distinct19493
Distinct (%)100.0%
Missing906
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean25910456.39
Minimum339201.1884
Maximum1050347309
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:44.137846image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339201.1884
5-th percentile341273.777
Q1348764.4361
median357859.7512
Q3366825.1462
95-th percentile374093.8012
Maximum1050347309
Range1050008108
Interquartile range (IQR)18060.71007

Descriptive statistics

Standard deviation157723664
Coefficient of variation (CV)6.0872592
Kurtosis34.23013678
Mean25910456.39
Median Absolute Deviation (MAD)9024.470309
Skewness6.016032332
Sum5.050725263 × 1011
Variance2.487675419 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.186529image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344807.52731
 
< 0.1%
371784.83451
 
< 0.1%
374611.12371
 
< 0.1%
362090.84181
 
< 0.1%
374241.74851
 
< 0.1%
365491.16721
 
< 0.1%
345222.17681
 
< 0.1%
351148.31251
 
< 0.1%
349618.11731
 
< 0.1%
355591.88211
 
< 0.1%
Other values (19483)19483
95.5%
(Missing)906
 
4.4%
ValueCountFrequency (%)
339201.18841
< 0.1%
339213.20161
< 0.1%
339214.48721
< 0.1%
339214.74161
< 0.1%
339229.18751
< 0.1%
ValueCountFrequency (%)
10503473091
< 0.1%
10503009441
< 0.1%
10501009271
< 0.1%
10500610051
< 0.1%
10495235441
< 0.1%

INVENTORYDAYS_Y3
Real number (ℝ≥0)

MISSING

Distinct15812
Distinct (%)100.0%
Missing4587
Missing (%)22.5%
Infinite0
Infinite (%)0.0%
Mean27503555.95
Minimum339211.1148
Maximum1050213423
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:44.236327image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339211.1148
5-th percentile341118.6187
Q1348416.5291
median357650.7652
Q3366777.0189
95-th percentile374087.834
Maximum1050213423
Range1049874212
Interquartile range (IQR)18360.48975

Descriptive statistics

Standard deviation162439928.4
Coefficient of variation (CV)5.906142781
Kurtosis31.9404719
Mean27503555.95
Median Absolute Deviation (MAD)9187.135926
Skewness5.822594474
Sum4.348862266 × 1011
Variance2.638673035 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.602541image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
353571.26521
 
< 0.1%
340695.75361
 
< 0.1%
345506.72441
 
< 0.1%
9897195191
 
< 0.1%
347054.56931
 
< 0.1%
344616.7381
 
< 0.1%
341551.68661
 
< 0.1%
357310.55941
 
< 0.1%
339391.8391
 
< 0.1%
364703.82741
 
< 0.1%
Other values (15802)15802
77.5%
(Missing)4587
 
22.5%
ValueCountFrequency (%)
339211.11481
< 0.1%
339216.97631
< 0.1%
339219.67341
< 0.1%
339225.55391
< 0.1%
339225.85591
< 0.1%
ValueCountFrequency (%)
10502134231
< 0.1%
10501764081
< 0.1%
10500966501
< 0.1%
10499430601
< 0.1%
10498786671
< 0.1%

payableDAYS_Y0
Real number (ℝ≥0)

Distinct20229
Distinct (%)100.0%
Missing170
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean58023460.5
Minimum305180.5332
Maximum1050342779
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:44.651117image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum305180.5332
5-th percentile341264.2151
Q1348793.962
median358312.7415
Q3367795.2912
95-th percentile962319620.6
Maximum1050342779
Range1050037598
Interquartile range (IQR)19001.32925

Descriptive statistics

Standard deviation233193737.1
Coefficient of variation (CV)4.018956041
Kurtosis12.46672111
Mean58023460.5
Median Absolute Deviation (MAD)9504.001367
Skewness3.801081008
Sum1.173756582 × 1012
Variance5.437931902 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.699311image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344798.75751
 
< 0.1%
357538.49511
 
< 0.1%
10339283311
 
< 0.1%
341692.63781
 
< 0.1%
10103754071
 
< 0.1%
345323.76671
 
< 0.1%
350316.45741
 
< 0.1%
367175.37111
 
< 0.1%
967740794.41
 
< 0.1%
342311.26861
 
< 0.1%
Other values (20219)20219
99.1%
(Missing)170
 
0.8%
ValueCountFrequency (%)
305180.53321
< 0.1%
332266.82881
< 0.1%
339200.12581
< 0.1%
339215.4241
< 0.1%
339222.18831
< 0.1%
ValueCountFrequency (%)
10503427791
< 0.1%
10503201521
< 0.1%
10500913671
< 0.1%
10500535101
< 0.1%
10500338091
< 0.1%

payableDAYS_Y1
Real number (ℝ)

Distinct20210
Distinct (%)100.0%
Missing189
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean57085787.06
Minimum-1036958611
Maximum1050272455
Zeros0
Zeros (%)0.0%
Negative5
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:44.747600image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1036958611
5-th percentile341188.9305
Q1348717.185
median358532.5469
Q3367760.8757
95-th percentile962752177.1
Maximum1050272455
Range2087231066
Interquartile range (IQR)19043.69075

Descriptive statistics

Standard deviation232487454.5
Coefficient of variation (CV)4.072597865
Kurtosis12.63163624
Mean57085787.06
Median Absolute Deviation (MAD)9517.818658
Skewness3.775165839
Sum1.153703757 × 1012
Variance5.405041651 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.793140image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
345778.75291
 
< 0.1%
340223.04121
 
< 0.1%
344490.88631
 
< 0.1%
346699.67581
 
< 0.1%
361209.79071
 
< 0.1%
373293.82371
 
< 0.1%
341089.07091
 
< 0.1%
371855.3871
 
< 0.1%
374004.25891
 
< 0.1%
371378.61731
 
< 0.1%
Other values (20200)20200
99.0%
(Missing)189
 
0.9%
ValueCountFrequency (%)
-10369586111
< 0.1%
-10343828151
< 0.1%
-10323966331
< 0.1%
-10147434711
< 0.1%
-10001540071
< 0.1%
ValueCountFrequency (%)
10502724551
< 0.1%
10500812211
< 0.1%
10500630461
< 0.1%
10499730931
< 0.1%
10499293041
< 0.1%

payableDAYS_Y2
Real number (ℝ)

MISSING

Distinct20191
Distinct (%)100.0%
Missing208
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean59535169.57
Minimum-1000108744
Maximum1050296757
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:44.840632image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1000108744
5-th percentile341203.2289
Q1348739.281
median358241.2869
Q3367899.4581
95-th percentile965904975.5
Maximum1050296757
Range2050405501
Interquartile range (IQR)19160.17708

Descriptive statistics

Standard deviation236561493.2
Coefficient of variation (CV)3.973474752
Kurtosis11.99258974
Mean59535169.57
Median Absolute Deviation (MAD)9581.410353
Skewness3.722173872
Sum1.202074609 × 1012
Variance5.596134005 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.886358image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
343346.37221
 
< 0.1%
343253.3211
 
< 0.1%
354887.74081
 
< 0.1%
346455.11161
 
< 0.1%
10366688971
 
< 0.1%
351947.24721
 
< 0.1%
10289713351
 
< 0.1%
356506.59651
 
< 0.1%
372403.77881
 
< 0.1%
349328.49061
 
< 0.1%
Other values (20181)20181
98.9%
(Missing)208
 
1.0%
ValueCountFrequency (%)
-10001087441
< 0.1%
-968505875.61
< 0.1%
339227.95081
< 0.1%
339233.85131
< 0.1%
339234.48871
< 0.1%
ValueCountFrequency (%)
10502967571
< 0.1%
10501750631
< 0.1%
10501741091
< 0.1%
10501729281
< 0.1%
10501166691
< 0.1%

payableDAYS_Y3
Real number (ℝ)

MISSING

Distinct16522
Distinct (%)100.0%
Missing3877
Missing (%)19.0%
Infinite0
Infinite (%)0.0%
Mean68564421.68
Minimum-1043661227
Maximum1050310204
Zeros0
Zeros (%)0.0%
Negative5
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:44.934304image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1043661227
5-th percentile341084.2411
Q1348828.0709
median358551.7618
Q3368078.9416
95-th percentile975948233.4
Maximum1050310204
Range2093971431
Interquartile range (IQR)19250.87067

Descriptive statistics

Standard deviation253248389.5
Coefficient of variation (CV)3.693583105
Kurtosis9.684287153
Mean68564421.68
Median Absolute Deviation (MAD)9622.977506
Skewness3.374733917
Sum1.132821375 × 1012
Variance6.41347468 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:44.980283image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
348621.42351
 
< 0.1%
347379.43961
 
< 0.1%
351327.77791
 
< 0.1%
373728.75071
 
< 0.1%
10440686331
 
< 0.1%
996519036.31
 
< 0.1%
339523.93611
 
< 0.1%
355882.31571
 
< 0.1%
360608.74221
 
< 0.1%
10031382191
 
< 0.1%
Other values (16512)16512
80.9%
(Missing)3877
 
19.0%
ValueCountFrequency (%)
-10436612271
< 0.1%
-987006295.41
< 0.1%
-966827198.71
< 0.1%
-961780536.51
< 0.1%
-9612420781
< 0.1%
ValueCountFrequency (%)
10503102041
< 0.1%
10502859951
< 0.1%
10502448391
< 0.1%
10501157461
< 0.1%
10500467611
< 0.1%

Capex2Dep_Y0
Real number (ℝ≥0)

MISSING

Distinct19056
Distinct (%)100.0%
Missing1343
Missing (%)6.6%
Infinite0
Infinite (%)0.0%
Mean357133.418
Minimum339198.9968
Maximum374902.1241
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:45.027158image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339198.9968
5-th percentile341018.7449
Q1348218.6258
median357246.4933
Q3366115.6117
95-th percentile373082.2269
Maximum374902.1241
Range35703.12731
Interquartile range (IQR)17896.98588

Descriptive statistics

Standard deviation10306.05946
Coefficient of variation (CV)0.0288577292
Kurtosis-1.21053068
Mean357133.418
Median Absolute Deviation (MAD)8949.543954
Skewness-0.01616976537
Sum6805534413
Variance106214861.7
MonotonicityNot monotonic
2022-02-10T19:40:45.071734image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
362221.58871
 
< 0.1%
349701.23021
 
< 0.1%
369562.0211
 
< 0.1%
347726.34431
 
< 0.1%
347142.99151
 
< 0.1%
363156.70081
 
< 0.1%
370681.06041
 
< 0.1%
364829.53721
 
< 0.1%
347421.28311
 
< 0.1%
366787.32981
 
< 0.1%
Other values (19046)19046
93.4%
(Missing)1343
 
6.6%
ValueCountFrequency (%)
339198.99681
< 0.1%
339203.12521
< 0.1%
339214.80151
< 0.1%
339215.17691
< 0.1%
339215.49681
< 0.1%
ValueCountFrequency (%)
374902.12411
< 0.1%
374899.33931
< 0.1%
374894.8711
< 0.1%
374893.82971
< 0.1%
374891.92151
< 0.1%

Capex2Dep_Y1
Real number (ℝ≥0)

MISSING
SKEWED

Distinct19105
Distinct (%)100.0%
Missing1294
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean407020.9329
Minimum339197.8957
Maximum955855274.5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:45.122707image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339197.8957
5-th percentile340976.1037
Q1348017.7287
median356979.1743
Q3365938.0076
95-th percentile373167.9689
Maximum955855274.5
Range955516076.6
Interquartile range (IQR)17920.27891

Descriptive statistics

Standard deviation6912845.793
Coefficient of variation (CV)16.98400558
Kurtosis19104.91437
Mean407020.9329
Median Absolute Deviation (MAD)8961.445612
Skewness138.2203732
Sum7776134923
Variance4.778743696 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:45.172180image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
340686.57481
 
< 0.1%
354049.58921
 
< 0.1%
356479.65431
 
< 0.1%
349057.17991
 
< 0.1%
343993.33671
 
< 0.1%
340905.83861
 
< 0.1%
366123.58351
 
< 0.1%
368120.32141
 
< 0.1%
352114.28081
 
< 0.1%
373604.76341
 
< 0.1%
Other values (19095)19095
93.6%
(Missing)1294
 
6.3%
ValueCountFrequency (%)
339197.89571
< 0.1%
339200.82521
< 0.1%
339201.2881
< 0.1%
339205.31181
< 0.1%
339205.83851
< 0.1%
ValueCountFrequency (%)
955855274.51
< 0.1%
448135.8721
< 0.1%
382054.22541
< 0.1%
375270.20781
< 0.1%
375074.99781
< 0.1%

Capex2Dep_Y2
Real number (ℝ≥0)

MISSING
SKEWED

Distinct19032
Distinct (%)100.0%
Missing1367
Missing (%)6.7%
Infinite0
Infinite (%)0.0%
Mean461815.2175
Minimum339198.9727
Maximum1031416386
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:45.221211image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339198.9727
5-th percentile340991.158
Q1348135.6677
median357004.1615
Q3366095.919
95-th percentile373039.2605
Maximum1031416386
Range1031077187
Interquartile range (IQR)17960.2513

Descriptive statistics

Standard deviation10224507.92
Coefficient of variation (CV)22.13982462
Kurtosis9558.245808
Mean461815.2175
Median Absolute Deviation (MAD)8974.574378
Skewness97.71427322
Sum8789267220
Variance1.045405623 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:45.270205image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
362774.82981
 
< 0.1%
374362.19491
 
< 0.1%
374346.52181
 
< 0.1%
350554.5411
 
< 0.1%
373555.95581
 
< 0.1%
366795.26651
 
< 0.1%
366049.16591
 
< 0.1%
360019.67111
 
< 0.1%
345699.34811
 
< 0.1%
361122.40031
 
< 0.1%
Other values (19022)19022
93.2%
(Missing)1367
 
6.7%
ValueCountFrequency (%)
339198.97271
< 0.1%
339200.12521
< 0.1%
339204.95751
< 0.1%
339206.08151
< 0.1%
339206.18931
< 0.1%
ValueCountFrequency (%)
10314163861
< 0.1%
962975850.81
< 0.1%
400676.24431
< 0.1%
391255.57431
< 0.1%
374910.69621
< 0.1%

tangibleNetWorth_Y0
Real number (ℝ)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean898206.1799
Minimum-1647791421
Maximum2006059504
Zeros0
Zeros (%)0.0%
Negative1492
Negative (%)7.3%
Memory size159.5 KiB
2022-02-10T19:40:45.318202image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1647791421
5-th percentile-1105942.316
Q1354991.4038
median374133.4025
Q3470351.3632
95-th percentile3333533.895
Maximum2006059504
Range3653850925
Interquartile range (IQR)115359.9594

Descriptive statistics

Standard deviation19971697.54
Coefficient of variation (CV)22.23509255
Kurtosis7268.275817
Mean898206.1799
Median Absolute Deviation (MAD)28204.24067
Skewness22.91923399
Sum1.832250786 × 1010
Variance3.988687026 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:45.364911image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
342637.20161
 
< 0.1%
362646.8741
 
< 0.1%
361615.54841
 
< 0.1%
503271.07041
 
< 0.1%
628249.16461
 
< 0.1%
474772.53371
 
< 0.1%
375109.38781
 
< 0.1%
402736.10431
 
< 0.1%
342359.30331
 
< 0.1%
410341.06161
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
-16477914211
< 0.1%
-132101352.71
< 0.1%
-105886127.31
< 0.1%
-103957160.41
< 0.1%
-102258327.51
< 0.1%
ValueCountFrequency (%)
20060595041
< 0.1%
315186235.21
< 0.1%
308387618.81
< 0.1%
216295033.71
< 0.1%
201168468.71
< 0.1%

tangibleNetWorth_Y1
Real number (ℝ)

SKEWED

Distinct20389
Distinct (%)100.0%
Missing10
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean997673.61
Minimum-1211937474
Maximum2001540177
Zeros0
Zeros (%)0.0%
Negative1395
Negative (%)6.8%
Memory size159.5 KiB
2022-02-10T19:40:45.414119image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1211937474
5-th percentile-815731.6337
Q1354840.0844
median373820.7284
Q3471031.4387
95-th percentile3367110.923
Maximum2001540177
Range3213477652
Interquartile range (IQR)116191.3543

Descriptive statistics

Standard deviation18304953.91
Coefficient of variation (CV)18.34763767
Kurtosis7957.955088
Mean997673.61
Median Absolute Deviation (MAD)27536.75445
Skewness50.97553164
Sum2.034156724 × 1010
Variance3.350713376 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:45.459937image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
349900.91
 
< 0.1%
358321.3251
 
< 0.1%
566442.77051
 
< 0.1%
549338.17771
 
< 0.1%
480069.20551
 
< 0.1%
357124.22441
 
< 0.1%
461689.97031
 
< 0.1%
342490.40261
 
< 0.1%
360359.82441
 
< 0.1%
463535.52381
 
< 0.1%
Other values (20379)20379
99.9%
(Missing)10
 
< 0.1%
ValueCountFrequency (%)
-12119374741
< 0.1%
-105724620.31
< 0.1%
-105533583.21
< 0.1%
-1001483081
< 0.1%
-99874179.831
< 0.1%
ValueCountFrequency (%)
20015401771
< 0.1%
286407338.11
< 0.1%
277908146.51
< 0.1%
262137786.11
< 0.1%
233195653.81
< 0.1%

tangibleNetWorth_Y2
Real number (ℝ)

SKEWED

Distinct20370
Distinct (%)100.0%
Missing29
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean6441069.93
Minimum-114678563.3
Maximum5.402786633 × 1010
Zeros0
Zeros (%)0.0%
Negative1279
Negative (%)6.3%
Memory size159.5 KiB
2022-02-10T19:40:45.507594image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-114678563.3
5-th percentile-539683.1847
Q1355161.5211
median373369.2428
Q3467591.9337
95-th percentile3425073.547
Maximum5.402786633 × 1010
Range5.414254489 × 1010
Interquartile range (IQR)112430.4126

Descriptive statistics

Standard deviation500452315.5
Coefficient of variation (CV)77.69707843
Kurtosis10272.78757
Mean6441069.93
Median Absolute Deviation (MAD)26559.05193
Skewness100.770278
Sum1.312045945 × 1011
Variance2.504525201 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:45.555327image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-5398669.5331
 
< 0.1%
440237.04761
 
< 0.1%
573291.79321
 
< 0.1%
473398.59271
 
< 0.1%
353039.13861
 
< 0.1%
464385.02751
 
< 0.1%
352242.99941
 
< 0.1%
364068.621
 
< 0.1%
466156.6071
 
< 0.1%
428049.26231
 
< 0.1%
Other values (20360)20360
99.8%
(Missing)29
 
0.1%
ValueCountFrequency (%)
-114678563.31
< 0.1%
-111118935.41
< 0.1%
-101238081.21
< 0.1%
-98977052.661
< 0.1%
-98642658.361
< 0.1%
ValueCountFrequency (%)
5.402786633 × 10101
< 0.1%
4.633838163 × 10101
< 0.1%
48578206901
< 0.1%
20432134521
< 0.1%
19162480861
< 0.1%

tangibleNetWorth_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16735
Distinct (%)100.0%
Missing3664
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean14398108.86
Minimum-794204768.4
Maximum4.907106356 × 1010
Zeros0
Zeros (%)0.0%
Negative931
Negative (%)4.6%
Memory size159.5 KiB
2022-02-10T19:40:45.602123image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-794204768.4
5-th percentile-215465.7187
Q1354629.2404
median371756.5703
Q3447075.7304
95-th percentile3193841.042
Maximum4.907106356 × 1010
Range4.986526833 × 1010
Interquartile range (IQR)92446.49004

Descriptive statistics

Standard deviation762932706.4
Coefficient of variation (CV)52.98839688
Kurtosis3646.000132
Mean14398108.86
Median Absolute Deviation (MAD)24009.70954
Skewness59.87454696
Sum2.409523517 × 1011
Variance5.820663145 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:45.650845image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
346292.28371
 
< 0.1%
375920.36081
 
< 0.1%
66391712.591
 
< 0.1%
355922.58311
 
< 0.1%
291524.50431
 
< 0.1%
415745.96511
 
< 0.1%
371266.38921
 
< 0.1%
395567.65961
 
< 0.1%
378109.63831
 
< 0.1%
362070.94911
 
< 0.1%
Other values (16725)16725
82.0%
(Missing)3664
 
18.0%
ValueCountFrequency (%)
-794204768.41
< 0.1%
-109201509.51
< 0.1%
-106891124.71
< 0.1%
-95551079.681
< 0.1%
-91455738.081
< 0.1%
ValueCountFrequency (%)
4.907106356 × 10101
< 0.1%
4.895033497 × 10101
< 0.1%
4.611446321 × 10101
< 0.1%
4.485506601 × 10101
< 0.1%
2.778309303 × 10101
< 0.1%

FIXEDCHARGECOV_Y0
Real number (ℝ)

Distinct20396
Distinct (%)100.0%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean4398416.935
Minimum-1046710683
Maximum1047844978
Zeros0
Zeros (%)0.0%
Negative5
Negative (%)< 0.1%
Memory size159.5 KiB
2022-02-10T19:40:45.700267image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1046710683
5-th percentile341054.3674
Q1348242.433
median357270.117
Q3366196.0035
95-th percentile373481.111
Maximum1047844978
Range2094555661
Interquartile range (IQR)17953.57051

Descriptive statistics

Standard deviation65566706.21
Coefficient of variation (CV)14.90688745
Kurtosis225.1362519
Mean4398416.935
Median Absolute Deviation (MAD)8970.718041
Skewness13.92388473
Sum8.971011181 × 1010
Variance4.298992963 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:45.746054image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
351706.61271
 
< 0.1%
354860.08841
 
< 0.1%
357580.07481
 
< 0.1%
363145.47781
 
< 0.1%
363880.89371
 
< 0.1%
351198.11281
 
< 0.1%
360760.08741
 
< 0.1%
341688.9141
 
< 0.1%
355437.38881
 
< 0.1%
3086128.761
 
< 0.1%
Other values (20386)20386
99.9%
(Missing)3
 
< 0.1%
ValueCountFrequency (%)
-10467106831
< 0.1%
-10337653161
< 0.1%
-999534167.51
< 0.1%
-644447.04791
< 0.1%
-469514.09831
< 0.1%
ValueCountFrequency (%)
10478449781
< 0.1%
10466485021
< 0.1%
10463131771
< 0.1%
10412390851
< 0.1%
10378602331
< 0.1%

FIXEDCHARGECOV_Y1
Real number (ℝ)

Distinct20383
Distinct (%)100.0%
Missing16
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean5550013.074
Minimum-1046162784
Maximum1048844914
Zeros0
Zeros (%)0.0%
Negative16
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:45.793661image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1046162784
5-th percentile340966.1627
Q1348010.6112
median357162.2505
Q3366142.9977
95-th percentile373491.6417
Maximum1048844914
Range2095007699
Interquartile range (IQR)18132.38649

Descriptive statistics

Standard deviation78175275.48
Coefficient of variation (CV)14.08560204
Kurtosis157.9672183
Mean5550013.074
Median Absolute Deviation (MAD)9076.607708
Skewness10.62399033
Sum1.131259165 × 1011
Variance6.111373697 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:45.839509image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
963535154.21
 
< 0.1%
353639.36431
 
< 0.1%
360796.04331
 
< 0.1%
373577.12021
 
< 0.1%
341955.76961
 
< 0.1%
363541.1281
 
< 0.1%
346341.60311
 
< 0.1%
374596.91311
 
< 0.1%
356890.88521
 
< 0.1%
364123.18611
 
< 0.1%
Other values (20373)20373
99.9%
(Missing)16
 
0.1%
ValueCountFrequency (%)
-10461627841
< 0.1%
-10436688451
< 0.1%
-10319724461
< 0.1%
-988392250.41
< 0.1%
-983661886.71
< 0.1%
ValueCountFrequency (%)
10488449141
< 0.1%
10477262891
< 0.1%
10466665381
< 0.1%
10460728941
< 0.1%
10456463431
< 0.1%

FIXEDCHARGECOV_Y2
Real number (ℝ)

Distinct20358
Distinct (%)100.0%
Missing41
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean5174108.955
Minimum-1045049041
Maximum1050280099
Zeros0
Zeros (%)0.0%
Negative28
Negative (%)0.1%
Memory size159.5 KiB
2022-02-10T19:40:45.887545image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1045049041
5-th percentile340910.3641
Q1348226.2272
median357360.9172
Q3366256.0814
95-th percentile373529.4784
Maximum1050280099
Range2095329140
Interquartile range (IQR)18029.85421

Descriptive statistics

Standard deviation83856482.68
Coefficient of variation (CV)16.2069418
Kurtosis137.9931106
Mean5174108.955
Median Absolute Deviation (MAD)9004.52994
Skewness7.967279877
Sum1.053345101 × 1011
Variance7.031909687 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:45.933378image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
357291.99071
 
< 0.1%
359118.49351
 
< 0.1%
342970.63131
 
< 0.1%
348514.37841
 
< 0.1%
353030.24691
 
< 0.1%
368150.84731
 
< 0.1%
373417.41451
 
< 0.1%
362778.74321
 
< 0.1%
346156.61971
 
< 0.1%
347231.1741
 
< 0.1%
Other values (20348)20348
99.7%
(Missing)41
 
0.2%
ValueCountFrequency (%)
-10450490411
< 0.1%
-10432868331
< 0.1%
-10377797121
< 0.1%
-10351141331
< 0.1%
-10301616301
< 0.1%
ValueCountFrequency (%)
10502800991
< 0.1%
10500147031
< 0.1%
10495598651
< 0.1%
10475945851
< 0.1%
10475596981
< 0.1%

FIXEDCHARGECOV_Y3
Real number (ℝ)

MISSING

Distinct16702
Distinct (%)100.0%
Missing3697
Missing (%)18.1%
Infinite0
Infinite (%)0.0%
Mean7070576.301
Minimum-1049177461
Maximum1047906317
Zeros0
Zeros (%)0.0%
Negative34
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:45.980994image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1049177461
5-th percentile340961.2718
Q1348070.6919
median357257.8215
Q3366427.8808
95-th percentile373699.5353
Maximum1047906317
Range2097083779
Interquartile range (IQR)18357.18888

Descriptive statistics

Standard deviation103339517.7
Coefficient of variation (CV)14.61543066
Kurtosis90.40436231
Mean7070576.301
Median Absolute Deviation (MAD)9180.411597
Skewness5.88560609
Sum1.180927654 × 1011
Variance1.067905592 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.026627image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-10403352141
 
< 0.1%
372443.79041
 
< 0.1%
368160.09291
 
< 0.1%
372115.33381
 
< 0.1%
355959.75821
 
< 0.1%
356436.62111
 
< 0.1%
365844.80271
 
< 0.1%
373702.40791
 
< 0.1%
352804.08531
 
< 0.1%
347998.43891
 
< 0.1%
Other values (16692)16692
81.8%
(Missing)3697
 
18.1%
ValueCountFrequency (%)
-10491774611
< 0.1%
-10487814181
< 0.1%
-10478126621
< 0.1%
-10437593921
< 0.1%
-10426854371
< 0.1%
ValueCountFrequency (%)
10479063171
< 0.1%
10470224271
< 0.1%
10463304181
< 0.1%
10462080971
< 0.1%
10450691951
< 0.1%

DEBTSERVCOV_Y0
Real number (ℝ)

Distinct20391
Distinct (%)100.0%
Missing8
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean21038564.1
Minimum-1043414890
Maximum1050283550
Zeros0
Zeros (%)0.0%
Negative44
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:46.078426image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1043414890
5-th percentile340923.4069
Q1348231.9059
median357592.6114
Q3366796.9327
95-th percentile374013.8376
Maximum1050283550
Range2093698440
Interquartile range (IQR)18565.02678

Descriptive statistics

Standard deviation156821956.8
Coefficient of variation (CV)7.454023767
Kurtosis35.87515188
Mean21038564.1
Median Absolute Deviation (MAD)9291.944633
Skewness4.996170993
Sum4.289973605 × 1011
Variance2.459312614 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.124586image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
359576.6871
 
< 0.1%
365746.14231
 
< 0.1%
365783.89951
 
< 0.1%
349393.50411
 
< 0.1%
347107.84981
 
< 0.1%
373605.27811
 
< 0.1%
350606.26631
 
< 0.1%
371859.35061
 
< 0.1%
347669.79841
 
< 0.1%
351669.34911
 
< 0.1%
Other values (20381)20381
99.9%
(Missing)8
 
< 0.1%
ValueCountFrequency (%)
-10434148901
< 0.1%
-10425804621
< 0.1%
-10385184971
< 0.1%
-10349194981
< 0.1%
-10335055821
< 0.1%
ValueCountFrequency (%)
10502835501
< 0.1%
10502411691
< 0.1%
10500560591
< 0.1%
10497154561
< 0.1%
10496196541
< 0.1%

DEBTSERVCOV_Y1
Real number (ℝ)

Distinct20378
Distinct (%)100.0%
Missing21
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean21414394.7
Minimum-1049613724
Maximum1050244936
Zeros0
Zeros (%)0.0%
Negative62
Negative (%)0.3%
Memory size159.5 KiB
2022-02-10T19:40:46.174278image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1049613724
5-th percentile341011.993
Q1348309.9266
median357579.35
Q3366731.976
95-th percentile374097.979
Maximum1050244936
Range2099858660
Interquartile range (IQR)18422.04939

Descriptive statistics

Standard deviation163244148.9
Coefficient of variation (CV)7.623103581
Kurtosis32.81512025
Mean21414394.7
Median Absolute Deviation (MAD)9215.224207
Skewness4.463520006
Sum4.363825353 × 1011
Variance2.664865216 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.220882image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
953504892.71
 
< 0.1%
353598.48291
 
< 0.1%
345107.61291
 
< 0.1%
344117.38441
 
< 0.1%
363386.61881
 
< 0.1%
343595.68831
 
< 0.1%
10250132841
 
< 0.1%
350773.07981
 
< 0.1%
351387.81521
 
< 0.1%
362087.20481
 
< 0.1%
Other values (20368)20368
99.8%
(Missing)21
 
0.1%
ValueCountFrequency (%)
-10496137241
< 0.1%
-10484006171
< 0.1%
-10471568891
< 0.1%
-10452390541
< 0.1%
-10418475511
< 0.1%
ValueCountFrequency (%)
10502449361
< 0.1%
10501721771
< 0.1%
10499194501
< 0.1%
10497271851
< 0.1%
10495278961
< 0.1%

DEBTSERVCOV_Y2
Real number (ℝ)

Distinct20353
Distinct (%)100.0%
Missing46
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean24077846.68
Minimum-1049465527
Maximum1050273971
Zeros0
Zeros (%)0.0%
Negative70
Negative (%)0.3%
Memory size159.5 KiB
2022-02-10T19:40:46.269200image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1049465527
5-th percentile341024.8761
Q1348448.6181
median357623.7243
Q3366889.1166
95-th percentile374133.9682
Maximum1050273971
Range2099739498
Interquartile range (IQR)18440.49846

Descriptive statistics

Standard deviation173068392.1
Coefficient of variation (CV)7.187868353
Kurtosis28.74496315
Mean24077846.68
Median Absolute Deviation (MAD)9221.916355
Skewness4.170832214
Sum4.900564134 × 1011
Variance2.995266835 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.314985image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
341585.61891
 
< 0.1%
374540.75061
 
< 0.1%
350550.35151
 
< 0.1%
354977.01781
 
< 0.1%
355080.46411
 
< 0.1%
345640.88741
 
< 0.1%
353510.01871
 
< 0.1%
361270.41931
 
< 0.1%
365157.21041
 
< 0.1%
991444356.41
 
< 0.1%
Other values (20343)20343
99.7%
(Missing)46
 
0.2%
ValueCountFrequency (%)
-10494655271
< 0.1%
-10442109651
< 0.1%
-10437237011
< 0.1%
-10434229911
< 0.1%
-10432544161
< 0.1%
ValueCountFrequency (%)
10502739711
< 0.1%
10502320261
< 0.1%
10499918621
< 0.1%
10499373301
< 0.1%
10498370871
< 0.1%

DEBTSERVCOV_Y3
Real number (ℝ)

MISSING

Distinct16686
Distinct (%)100.0%
Missing3713
Missing (%)18.2%
Infinite0
Infinite (%)0.0%
Mean27819642.44
Minimum-1046779197
Maximum1050292434
Zeros0
Zeros (%)0.0%
Negative82
Negative (%)0.4%
Memory size159.5 KiB
2022-02-10T19:40:46.362738image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1046779197
5-th percentile340911.2147
Q1348517.1656
median357811.3569
Q3366990.938
95-th percentile374332.8135
Maximum1050292434
Range2097071631
Interquartile range (IQR)18473.77242

Descriptive statistics

Standard deviation190795810.6
Coefficient of variation (CV)6.858312828
Kurtosis23.06706883
Mean27819642.44
Median Absolute Deviation (MAD)9237.441269
Skewness3.53313067
Sum4.641985538 × 1011
Variance3.640304135 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.408384image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-950660796.71
 
< 0.1%
366145.56381
 
< 0.1%
357639.58721
 
< 0.1%
350860.4151
 
< 0.1%
340731.0681
 
< 0.1%
370816.31731
 
< 0.1%
372112.2591
 
< 0.1%
347086.37531
 
< 0.1%
342679.43861
 
< 0.1%
373174.61331
 
< 0.1%
Other values (16676)16676
81.7%
(Missing)3713
 
18.2%
ValueCountFrequency (%)
-10467791971
< 0.1%
-10458785231
< 0.1%
-10442361071
< 0.1%
-10436104791
< 0.1%
-10433403541
< 0.1%
ValueCountFrequency (%)
10502924341
< 0.1%
10502543021
< 0.1%
10501012711
< 0.1%
10498372531
< 0.1%
10497440431
< 0.1%

NETPROFIT_Y0
Real number (ℝ)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean609735.4509
Minimum-392878591.5
Maximum157617566.5
Zeros0
Zeros (%)0.0%
Negative316
Negative (%)1.5%
Memory size159.5 KiB
2022-02-10T19:40:46.454750image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-392878591.5
5-th percentile335859.5988
Q1351766.2723
median365393.6255
Q3390940.6263
95-th percentile1499381.342
Maximum157617566.5
Range550496158
Interquartile range (IQR)39174.35397

Descriptive statistics

Standard deviation3567571.411
Coefficient of variation (CV)5.851015233
Kurtosis7481.250706
Mean609735.4509
Median Absolute Deviation (MAD)15444.81086
Skewness-58.56222953
Sum1.243799346 × 1010
Variance1.272756578 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:46.499099image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
356874.64381
 
< 0.1%
365070.48431
 
< 0.1%
350750.28091
 
< 0.1%
311184.04741
 
< 0.1%
383648.68061
 
< 0.1%
356329.58961
 
< 0.1%
371378.73741
 
< 0.1%
382682.56691
 
< 0.1%
355098.33161
 
< 0.1%
383693.39851
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
-392878591.51
< 0.1%
-31166175.781
< 0.1%
-10989306.551
< 0.1%
-9923123.1231
< 0.1%
-9277462.3061
< 0.1%
ValueCountFrequency (%)
157617566.51
< 0.1%
75291771.341
< 0.1%
57010884.141
< 0.1%
56614509.11
< 0.1%
53546327.021
< 0.1%

NETPROFIT_Y1
Real number (ℝ)

SKEWED

Distinct20390
Distinct (%)100.0%
Missing9
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean638170.4766
Minimum-15175165.08
Maximum176652845
Zeros0
Zeros (%)0.0%
Negative237
Negative (%)1.2%
Memory size159.5 KiB
2022-02-10T19:40:46.548107image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-15175165.08
5-th percentile338124.262
Q1352025.2665
median365366.7583
Q3390011.1268
95-th percentile1503834.896
Maximum176652845
Range191828010.1
Interquartile range (IQR)37985.86032

Descriptive statistics

Standard deviation2444944.512
Coefficient of variation (CV)3.83117772
Kurtosis2311.761216
Mean638170.4766
Median Absolute Deviation (MAD)15089.3404
Skewness38.4526512
Sum1.301229602 × 1010
Variance5.977753665 × 1012
MonotonicityNot monotonic
2022-02-10T19:40:46.595834image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
361456.22711
 
< 0.1%
445091.35551
 
< 0.1%
332949.0161
 
< 0.1%
353821.97531
 
< 0.1%
364320.91411
 
< 0.1%
371463.97561
 
< 0.1%
345762.8021
 
< 0.1%
368746.84381
 
< 0.1%
402206.65061
 
< 0.1%
291612.93871
 
< 0.1%
Other values (20380)20380
99.9%
(Missing)9
 
< 0.1%
ValueCountFrequency (%)
-15175165.081
< 0.1%
-12570288.831
< 0.1%
-9515747.8981
< 0.1%
-8501003.8371
< 0.1%
-7355839.9851
< 0.1%
ValueCountFrequency (%)
1766528451
< 0.1%
160010278.41
< 0.1%
57484147.181
< 0.1%
51245044.421
< 0.1%
51190130.661
< 0.1%

NETPROFIT_Y2
Real number (ℝ)

SKEWED

Distinct20369
Distinct (%)100.0%
Missing30
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1145442.307
Minimum-35167473.41
Maximum5130828024
Zeros0
Zeros (%)0.0%
Negative194
Negative (%)1.0%
Memory size159.5 KiB
2022-02-10T19:40:46.644473image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-35167473.41
5-th percentile339553.8194
Q1352145.5813
median365469.6313
Q3389848.8467
95-th percentile1402861.469
Maximum5130828024
Range5165995498
Interquartile range (IQR)37703.26539

Descriptive statistics

Standard deviation49222685.52
Coefficient of variation (CV)42.97264492
Kurtosis10099.76773
Mean1145442.307
Median Absolute Deviation (MAD)15150.31957
Skewness100.1318781
Sum2.333151434 × 1010
Variance2.42287277 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:46.692487image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
374415.47571
 
< 0.1%
352111.93181
 
< 0.1%
367103.91731
 
< 0.1%
352912.19051
 
< 0.1%
360037.94231
 
< 0.1%
376907.58571
 
< 0.1%
373649.23351
 
< 0.1%
377859.7521
 
< 0.1%
373069.06171
 
< 0.1%
359932.62081
 
< 0.1%
Other values (20359)20359
99.8%
(Missing)30
 
0.1%
ValueCountFrequency (%)
-35167473.411
< 0.1%
-15004697.881
< 0.1%
-13327128.751
< 0.1%
-13179407.191
< 0.1%
-6958057.521
< 0.1%
ValueCountFrequency (%)
51308280241
< 0.1%
47652834231
< 0.1%
422891733.91
< 0.1%
206923772.71
< 0.1%
193560744.91
< 0.1%

NETPROFIT_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16747
Distinct (%)100.0%
Missing3652
Missing (%)17.9%
Infinite0
Infinite (%)0.0%
Mean2111067.293
Minimum-36189818.68
Maximum6239023439
Zeros0
Zeros (%)0.0%
Negative145
Negative (%)0.7%
Memory size159.5 KiB
2022-02-10T19:40:46.741524image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-36189818.68
5-th percentile339924.5977
Q1352119.8511
median364905.9729
Q3383620.7851
95-th percentile1381826.985
Maximum6239023439
Range6275213258
Interquartile range (IQR)31500.93405

Descriptive statistics

Standard deviation86632269.32
Coefficient of variation (CV)41.03718987
Kurtosis3682.655025
Mean2111067.293
Median Absolute Deviation (MAD)14008.26353
Skewness59.95344755
Sum3.535404395 × 1010
Variance7.505150087 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:46.787812image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
348199.12561
 
< 0.1%
406944.13111
 
< 0.1%
367586.21111
 
< 0.1%
348070.72681
 
< 0.1%
346999.28531
 
< 0.1%
368068.26441
 
< 0.1%
375525.48841
 
< 0.1%
330611.90981
 
< 0.1%
349580.31651
 
< 0.1%
356924.92021
 
< 0.1%
Other values (16737)16737
82.0%
(Missing)3652
 
17.9%
ValueCountFrequency (%)
-36189818.681
< 0.1%
-27462311.491
< 0.1%
-13226909.651
< 0.1%
-9344899.9251
< 0.1%
-7731524.0051
< 0.1%
ValueCountFrequency (%)
62390234391
< 0.1%
51961777861
< 0.1%
49157276761
< 0.1%
45977322721
< 0.1%
37875796261
< 0.1%

NETSALES_Y0
Real number (ℝ≥0)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6269347.775
Minimum268908.7573
Maximum2.219458461 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:46.837132image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum268908.7573
5-th percentile352895.1868
Q1376837.8034
median456993.8532
Q31408230.181
95-th percentile21343248.42
Maximum2.219458461 × 1010
Range2.21943157 × 1010
Interquartile range (IQR)1031392.378

Descriptive statistics

Standard deviation158758811
Coefficient of variation (CV)25.32301872
Kurtosis18715.46046
Mean6269347.775
Median Absolute Deviation (MAD)97468.26918
Skewness134.3001127
Sum1.278884253 × 1011
Variance2.520436008 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.882754image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
372058.28081
 
< 0.1%
359745.52151
 
< 0.1%
481548.73211
 
< 0.1%
362982.76811
 
< 0.1%
2051682.0191
 
< 0.1%
847602.17761
 
< 0.1%
437885.87111
 
< 0.1%
757594.41971
 
< 0.1%
349701.6051
 
< 0.1%
412544.55571
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
268908.75731
< 0.1%
283316.66711
< 0.1%
339643.14621
< 0.1%
339747.57091
< 0.1%
339757.95691
< 0.1%
ValueCountFrequency (%)
2.219458461 × 10101
< 0.1%
31495553201
< 0.1%
12171645051
< 0.1%
12023207191
< 0.1%
692772608.51
< 0.1%

NETSALES_Y1
Real number (ℝ≥0)

SKEWED

Distinct20390
Distinct (%)100.0%
Missing9
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean6089129.298
Minimum33734.28219
Maximum1.889710594 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:46.929511image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum33734.28219
5-th percentile352337.5094
Q1376157.7458
median453418.0098
Q31365507.222
95-th percentile20591291.99
Maximum1.889710594 × 1010
Range1.88970722 × 1010
Interquartile range (IQR)989349.4766

Descriptive statistics

Standard deviation137861732.1
Coefficient of variation (CV)22.64063142
Kurtosis17343.08252
Mean6089129.298
Median Absolute Deviation (MAD)94614.87693
Skewness127.8398289
Sum1.241573464 × 1011
Variance1.900585718 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:46.976540image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
351636.39851
 
< 0.1%
356024.35641
 
< 0.1%
849973.32681
 
< 0.1%
427163.56261
 
< 0.1%
896812.97371
 
< 0.1%
371181.51491
 
< 0.1%
367238.39771
 
< 0.1%
426415.8211
 
< 0.1%
631882.90761
 
< 0.1%
905927.05361
 
< 0.1%
Other values (20380)20380
99.9%
(Missing)9
 
< 0.1%
ValueCountFrequency (%)
33734.282191
< 0.1%
326626.56161
< 0.1%
337046.95141
< 0.1%
339222.45711
< 0.1%
339279.72831
< 0.1%
ValueCountFrequency (%)
1.889710594 × 10101
< 0.1%
43463652811
< 0.1%
10504902841
< 0.1%
10454952981
< 0.1%
10414692021
< 0.1%

NETSALES_Y2
Real number (ℝ≥0)

SKEWED

Distinct20368
Distinct (%)100.0%
Missing31
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean11240506.15
Minimum335972.2706
Maximum4.150469287 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.027220image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum335972.2706
5-th percentile352172.0432
Q1374933.9556
median447824.382
Q31312675.057
95-th percentile20134722.81
Maximum4.150469287 × 1010
Range4.15043569 × 1010
Interquartile range (IQR)937741.101

Descriptive statistics

Standard deviation460070679.1
Coefficient of variation (CV)40.92971198
Kurtosis6878.78
Mean11240506.15
Median Absolute Deviation (MAD)89462.20623
Skewness81.68660663
Sum2.289466292 × 1011
Variance2.116650297 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:47.496806image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
378638.92011
 
< 0.1%
453675.84561
 
< 0.1%
373263.36611
 
< 0.1%
1673464.8131
 
< 0.1%
803674.40551
 
< 0.1%
435529.10791
 
< 0.1%
863588.1171
 
< 0.1%
343845.08511
 
< 0.1%
352926.43761
 
< 0.1%
407803.43791
 
< 0.1%
Other values (20358)20358
99.8%
(Missing)31
 
0.2%
ValueCountFrequency (%)
335972.27061
< 0.1%
339405.87491
< 0.1%
339497.31861
< 0.1%
339604.03621
< 0.1%
339664.17421
< 0.1%
ValueCountFrequency (%)
4.150469287 × 10101
< 0.1%
3.962665208 × 10101
< 0.1%
3.035854503 × 10101
< 0.1%
58600131851
< 0.1%
53737813701
< 0.1%

NETSALES_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16737
Distinct (%)100.0%
Missing3662
Missing (%)18.0%
Infinite0
Infinite (%)0.0%
Mean41032352.51
Minimum299478.1033
Maximum3.757371609 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.545492image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum299478.1033
5-th percentile350947.2911
Q1372276.9226
median431448.3553
Q31100893.733
95-th percentile18553369.77
Maximum3.757371609 × 1011
Range3.757368614 × 1011
Interquartile range (IQR)728616.8106

Descriptive statistics

Standard deviation2991434446
Coefficient of variation (CV)72.90428803
Kurtosis14879.06849
Mean41032352.51
Median Absolute Deviation (MAD)74078.94024
Skewness119.1674745
Sum6.86758484 × 1011
Variance8.948680046 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:47.593336image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
341907.03541
 
< 0.1%
363878.45511
 
< 0.1%
378986.21271
 
< 0.1%
432216.74071
 
< 0.1%
423151.86111
 
< 0.1%
368753.88151
 
< 0.1%
401983.91481
 
< 0.1%
365581.94041
 
< 0.1%
441665.50361
 
< 0.1%
358621.46621
 
< 0.1%
Other values (16727)16727
82.0%
(Missing)3662
 
18.0%
ValueCountFrequency (%)
299478.10331
< 0.1%
339421.30681
< 0.1%
339477.43151
< 0.1%
339526.34691
< 0.1%
339639.48541
< 0.1%
ValueCountFrequency (%)
3.757371609 × 10111
< 0.1%
4.918159304 × 10101
< 0.1%
4.235674668 × 10101
< 0.1%
4.103740739 × 10101
< 0.1%
4.095582293 × 10101
< 0.1%

ASSETTURNOVER_Y0
Real number (ℝ≥0)

SKEWED

Distinct20352
Distinct (%)100.0%
Missing47
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean709764.4073
Minimum339181.298
Maximum1044975693
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.643626image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339181.298
5-th percentile340979.7354
Q1348090.1763
median356823.6121
Q3365936.4168
95-th percentile373143.7562
Maximum1044975693
Range1044636512
Interquartile range (IQR)17846.24056

Descriptive statistics

Standard deviation18840780.02
Coefficient of variation (CV)26.5451181
Kurtosis2909.272053
Mean709764.4073
Median Absolute Deviation (MAD)8920.583793
Skewness53.92633384
Sum1.444512522 × 1010
Variance3.549749916 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:47.691666image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
356742.39471
 
< 0.1%
341279.82821
 
< 0.1%
346024.83421
 
< 0.1%
340704.81561
 
< 0.1%
373371.2881
 
< 0.1%
371366.95981
 
< 0.1%
357050.78271
 
< 0.1%
374467.18481
 
< 0.1%
369515.92551
 
< 0.1%
352490.59841
 
< 0.1%
Other values (20342)20342
99.7%
(Missing)47
 
0.2%
ValueCountFrequency (%)
339181.2981
< 0.1%
339198.97751
< 0.1%
339200.47131
< 0.1%
339202.30481
< 0.1%
339202.92911
< 0.1%
ValueCountFrequency (%)
10449756931
< 0.1%
10329800181
< 0.1%
10317479591
< 0.1%
10248742671
< 0.1%
10233931001
< 0.1%

ASSETTURNOVER_Y1
Real number (ℝ≥0)

SKEWED

Distinct20332
Distinct (%)100.0%
Missing67
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean698415.4991
Minimum339201.5259
Maximum1032713923
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.739999image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339201.5259
5-th percentile341029.6382
Q1348354.9644
median357224.5373
Q3366295.492
95-th percentile373239.1429
Maximum1032713923
Range1032374721
Interquartile range (IQR)17940.52766

Descriptive statistics

Standard deviation18193388.24
Coefficient of variation (CV)26.04951961
Kurtosis2906.320893
Mean698415.4991
Median Absolute Deviation (MAD)8960.189032
Skewness53.89520262
Sum1.420018393 × 1010
Variance3.309993757 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:47.788783image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367838.55071
 
< 0.1%
350145.5541
 
< 0.1%
357805.7111
 
< 0.1%
360205.05181
 
< 0.1%
367096.951
 
< 0.1%
354801.0661
 
< 0.1%
355392.30971
 
< 0.1%
366566.18821
 
< 0.1%
349810.74531
 
< 0.1%
357520.54961
 
< 0.1%
Other values (20322)20322
99.6%
(Missing)67
 
0.3%
ValueCountFrequency (%)
339201.52591
< 0.1%
339202.16821
< 0.1%
339202.33831
< 0.1%
339204.92041
< 0.1%
339206.71321
< 0.1%
ValueCountFrequency (%)
10327139231
< 0.1%
10020989001
< 0.1%
9842468921
< 0.1%
969405066.21
< 0.1%
960314769.11
< 0.1%

ASSETTURNOVER_Y2
Real number (ℝ≥0)

SKEWED

Distinct20275
Distinct (%)100.0%
Missing124
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean704268.0919
Minimum339199.1914
Maximum1046280023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.844331image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339199.1914
5-th percentile341121.8677
Q1348185.832
median357015.7497
Q3365999.8392
95-th percentile373101.2745
Maximum1046280023
Range1045940824
Interquartile range (IQR)17814.00715

Descriptive statistics

Standard deviation18497902.45
Coefficient of variation (CV)26.26542742
Kurtosis2901.689784
Mean704268.0919
Median Absolute Deviation (MAD)8905.130174
Skewness53.84587726
Sum1.427903556 × 1010
Variance3.42172395 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:47.900547image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
348007.72531
 
< 0.1%
356384.40811
 
< 0.1%
372738.89871
 
< 0.1%
374250.90461
 
< 0.1%
372592.52141
 
< 0.1%
348988.97241
 
< 0.1%
374725.45281
 
< 0.1%
363971.41361
 
< 0.1%
365255.34191
 
< 0.1%
359300.98321
 
< 0.1%
Other values (20265)20265
99.3%
(Missing)124
 
0.6%
ValueCountFrequency (%)
339199.19141
< 0.1%
339201.35941
< 0.1%
339203.07121
< 0.1%
339204.14531
< 0.1%
339205.24181
< 0.1%
ValueCountFrequency (%)
10462800231
< 0.1%
10202612561
< 0.1%
10092459591
< 0.1%
9984783921
< 0.1%
9875027951
< 0.1%

ASSETTURNOVER_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16545
Distinct (%)100.0%
Missing3854
Missing (%)18.9%
Infinite0
Infinite (%)0.0%
Mean780853.0893
Minimum339197.9462
Maximum1037130701
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:47.952954image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339197.9462
5-th percentile340981.5647
Q1348088.8359
median357008.2106
Q3365876.3418
95-th percentile373100.6465
Maximum1037130701
Range1036791503
Interquartile range (IQR)17787.50583

Descriptive statistics

Standard deviation20393243.44
Coefficient of variation (CV)26.11662004
Kurtosis2361.504456
Mean780853.0893
Median Absolute Deviation (MAD)8899.097779
Skewness48.59317039
Sum1.291921436 × 1010
Variance4.15884378 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:48.004045image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
371843.33551
 
< 0.1%
370056.27541
 
< 0.1%
349526.85861
 
< 0.1%
357006.25231
 
< 0.1%
364193.92821
 
< 0.1%
342210.64411
 
< 0.1%
363847.43041
 
< 0.1%
340991.6071
 
< 0.1%
348258.75231
 
< 0.1%
361829.75241
 
< 0.1%
Other values (16535)16535
81.1%
(Missing)3854
 
18.9%
ValueCountFrequency (%)
339197.94621
< 0.1%
339199.22681
< 0.1%
339203.44461
< 0.1%
339203.55751
< 0.1%
339205.65271
< 0.1%
ValueCountFrequency (%)
10371307011
< 0.1%
993573447.51
< 0.1%
989820465.31
< 0.1%
987579769.81
< 0.1%
986114188.61
< 0.1%

OPERPROFIT_Y0
Real number (ℝ)

SKEWED
UNIQUE

Distinct20399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean832379.4557
Minimum-8955540.514
Maximum512185315.5
Zeros0
Zeros (%)0.0%
Negative78
Negative (%)0.4%
Memory size159.5 KiB
2022-02-10T19:40:48.054608image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8955540.514
5-th percentile342116.922
Q1354982.4208
median369203.4902
Q3429744.7355
95-th percentile2241410.837
Maximum512185315.5
Range521140856
Interquartile range (IQR)74762.31474

Descriptive statistics

Standard deviation4589289.556
Coefficient of variation (CV)5.513458465
Kurtosis7713.369701
Mean832379.4557
Median Absolute Deviation (MAD)18277.78673
Skewness73.87253953
Sum1.697970852 × 1010
Variance2.106157863 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:48.104571image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
354543.92011
 
< 0.1%
345933.83871
 
< 0.1%
357417.09871
 
< 0.1%
336936.9291
 
< 0.1%
403399.39431
 
< 0.1%
383227.95681
 
< 0.1%
374370.30821
 
< 0.1%
361766.76781
 
< 0.1%
373312.81111
 
< 0.1%
387163.00411
 
< 0.1%
Other values (20389)20389
> 99.9%
ValueCountFrequency (%)
-8955540.5141
< 0.1%
-8476417.1211
< 0.1%
-8374821.2921
< 0.1%
-6706914.7241
< 0.1%
-5916908.1841
< 0.1%
ValueCountFrequency (%)
512185315.51
< 0.1%
179540633.71
< 0.1%
94109807.991
< 0.1%
88647723.811
< 0.1%
76377945.491
< 0.1%

OPERPROFIT_Y1
Real number (ℝ)

SKEWED

Distinct20390
Distinct (%)100.0%
Missing9
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean812647.0381
Minimum-12616083.89
Maximum337707080.6
Zeros0
Zeros (%)0.0%
Negative74
Negative (%)0.4%
Memory size159.5 KiB
2022-02-10T19:40:48.156286image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-12616083.89
5-th percentile342479.0697
Q1355338.9909
median369285.2089
Q3426931.5975
95-th percentile2134169.631
Maximum337707080.6
Range350323164.5
Interquartile range (IQR)71592.60656

Descriptive statistics

Standard deviation3662272.576
Coefficient of variation (CV)4.506596842
Kurtosis3853.448825
Mean812647.0381
Median Absolute Deviation (MAD)18094.41103
Skewness49.00496279
Sum1.656987311 × 1010
Variance1.341224042 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:48.204032image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
343724.0251
 
< 0.1%
392059.05921
 
< 0.1%
373745.23461
 
< 0.1%
379135.2441
 
< 0.1%
332206.39231
 
< 0.1%
360996.33231
 
< 0.1%
364270.46071
 
< 0.1%
383693.31761
 
< 0.1%
369600.96291
 
< 0.1%
307466.42381
 
< 0.1%
Other values (20380)20380
99.9%
(Missing)9
 
< 0.1%
ValueCountFrequency (%)
-12616083.891
< 0.1%
-11094492.411
< 0.1%
-8215569.7661
< 0.1%
-7893465.121
< 0.1%
-4052790.871
< 0.1%
ValueCountFrequency (%)
337707080.61
< 0.1%
175654269.91
< 0.1%
82046730.881
< 0.1%
72416838.741
< 0.1%
71362628.461
< 0.1%

OPERPROFIT_Y2
Real number (ℝ)

SKEWED

Distinct20368
Distinct (%)100.0%
Missing31
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean1844461.571
Minimum-34113670.66
Maximum1.057037087 × 1010
Zeros0
Zeros (%)0.0%
Negative54
Negative (%)0.3%
Memory size159.5 KiB
2022-02-10T19:40:48.258092image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-34113670.66
5-th percentile342444.667
Q1355213.3708
median369115.1519
Q3425207.2106
95-th percentile2100611.869
Maximum1.057037087 × 1010
Range1.060448454 × 1010
Interquartile range (IQR)69993.83985

Descriptive statistics

Standard deviation95140461.37
Coefficient of variation (CV)51.5816989
Kurtosis10213.74166
Mean1844461.571
Median Absolute Deviation (MAD)17937.57157
Skewness99.49281506
Sum3.756799327 × 1010
Variance9.05170739 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:48.309618image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
376522.61081
 
< 0.1%
343943.25161
 
< 0.1%
341695.3851
 
< 0.1%
374089.67861
 
< 0.1%
391952.10451
 
< 0.1%
355547.19411
 
< 0.1%
368622.08711
 
< 0.1%
358320.35331
 
< 0.1%
348298.72741
 
< 0.1%
386570.37811
 
< 0.1%
Other values (20358)20358
99.8%
(Missing)31
 
0.2%
ValueCountFrequency (%)
-34113670.661
< 0.1%
-11782690.641
< 0.1%
-10283619.731
< 0.1%
-7544490.3921
< 0.1%
-6467806.4161
< 0.1%
ValueCountFrequency (%)
1.057037087 × 10101
< 0.1%
82122555471
< 0.1%
22223849201
< 0.1%
273544526.81
< 0.1%
273371829.51
< 0.1%

OPERPROFIT_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16747
Distinct (%)100.0%
Missing3652
Missing (%)17.9%
Infinite0
Infinite (%)0.0%
Mean3959850.856
Minimum-36392325.3
Maximum1.099063804 × 1010
Zeros0
Zeros (%)0.0%
Negative35
Negative (%)0.2%
Memory size159.5 KiB
2022-02-10T19:40:48.359707image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-36392325.3
5-th percentile342533.9862
Q1354666.2491
median368033.9424
Q3410326.1005
95-th percentile2023462.626
Maximum1.099063804 × 1010
Range1.102703037 × 1010
Interquartile range (IQR)55659.85144

Descriptive statistics

Standard deviation177277297.9
Coefficient of variation (CV)44.76868053
Kurtosis3386.232044
Mean3959850.856
Median Absolute Deviation (MAD)16499.96411
Skewness57.87536796
Sum6.631562228 × 1010
Variance3.142724036 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:48.408000image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
349247.37771
 
< 0.1%
384645.43611
 
< 0.1%
371992.63861
 
< 0.1%
368600.13271
 
< 0.1%
357087.01111
 
< 0.1%
352842.31681
 
< 0.1%
348038.11981
 
< 0.1%
324706.44531
 
< 0.1%
357289.85821
 
< 0.1%
389087.44931
 
< 0.1%
Other values (16737)16737
82.0%
(Missing)3652
 
17.9%
ValueCountFrequency (%)
-36392325.31
< 0.1%
-10856190.471
< 0.1%
-8190943.2381
< 0.1%
-6460361.0431
< 0.1%
-6398007.9441
< 0.1%
ValueCountFrequency (%)
1.099063804 × 10101
< 0.1%
1.059406694 × 10101
< 0.1%
1.048211371 × 10101
< 0.1%
1.044333829 × 10101
< 0.1%
83887578571
< 0.1%

ARTurnover_Y0
Real number (ℝ≥0)

SKEWED

Distinct20381
Distinct (%)100.0%
Missing18
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean522551.2715
Minimum339198.5672
Maximum980284197.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.457586image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339198.5672
5-th percentile341095.3397
Q1348066.7458
median356957.7873
Q3365946.3487
95-th percentile373082.7855
Maximum980284197.3
Range979944998.7
Interquartile range (IQR)17879.60289

Descriptive statistics

Standard deviation11825496.1
Coefficient of variation (CV)22.63030777
Kurtosis6596.667888
Mean522551.2715
Median Absolute Deviation (MAD)8942.276208
Skewness80.74806239
Sum1.065011746 × 1010
Variance1.39842358 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:48.506755image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
362545.8671
 
< 0.1%
339512.69531
 
< 0.1%
370982.65341
 
< 0.1%
371995.51451
 
< 0.1%
358486.65671
 
< 0.1%
348410.47251
 
< 0.1%
353172.37731
 
< 0.1%
367671.11331
 
< 0.1%
367693.86441
 
< 0.1%
370131.50761
 
< 0.1%
Other values (20371)20371
99.9%
(Missing)18
 
0.1%
ValueCountFrequency (%)
339198.56721
< 0.1%
339200.98651
< 0.1%
339201.97561
< 0.1%
339202.03231
< 0.1%
339202.88521
< 0.1%
ValueCountFrequency (%)
980284197.31
< 0.1%
967230673.71
< 0.1%
956223952.41
< 0.1%
114040391.51
< 0.1%
111941909.31
< 0.1%

ARTurnover_Y1
Real number (ℝ≥0)

SKEWED

Distinct20374
Distinct (%)100.0%
Missing25
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean757152.0389
Minimum339199.6716
Maximum1043543763
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.556747image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339199.6716
5-th percentile341078.9861
Q1348257.6069
median357123.123
Q3366053.5663
95-th percentile373095.6038
Maximum1043543763
Range1043204564
Interquartile range (IQR)17795.95941

Descriptive statistics

Standard deviation19876101.73
Coefficient of variation (CV)26.25113677
Kurtosis2547.183303
Mean757152.0389
Median Absolute Deviation (MAD)8898.59494
Skewness50.46013156
Sum1.542621564 × 1010
Variance3.950594199 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:48.605720image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
345369.76631
 
< 0.1%
344265.98651
 
< 0.1%
354506.89141
 
< 0.1%
346022.05081
 
< 0.1%
370175.46961
 
< 0.1%
367764.16521
 
< 0.1%
366426.01931
 
< 0.1%
339801.15931
 
< 0.1%
343586.29931
 
< 0.1%
351848.93781
 
< 0.1%
Other values (20364)20364
99.8%
(Missing)25
 
0.1%
ValueCountFrequency (%)
339199.67161
< 0.1%
339202.23721
< 0.1%
339203.04031
< 0.1%
339204.42921
< 0.1%
339206.05861
< 0.1%
ValueCountFrequency (%)
10435437631
< 0.1%
10226132011
< 0.1%
10221525791
< 0.1%
10078543601
< 0.1%
998308647.61
< 0.1%

ARTurnover_Y2
Real number (ℝ≥0)

SKEWED

Distinct20352
Distinct (%)100.0%
Missing47
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean997838.3836
Minimum339198.9986
Maximum1038336459
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.654550image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339198.9986
5-th percentile340985.3521
Q1348079.3125
median356888.8506
Q3365917.5334
95-th percentile373077.001
Maximum1038336459
Range1037997260
Interquartile range (IQR)17838.22091

Descriptive statistics

Standard deviation25311369.22
Coefficient of variation (CV)25.36620122
Kurtosis1564.550518
Mean997838.3836
Median Absolute Deviation (MAD)8930.203371
Skewness39.56596047
Sum2.030800678 × 1010
Variance6.406654119 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:48.704466image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
347527.63481
 
< 0.1%
348596.34951
 
< 0.1%
339353.21371
 
< 0.1%
343298.91331
 
< 0.1%
363120.52061
 
< 0.1%
368775.15061
 
< 0.1%
351569.62171
 
< 0.1%
348379.03921
 
< 0.1%
357793.70871
 
< 0.1%
372964.13071
 
< 0.1%
Other values (20342)20342
99.7%
(Missing)47
 
0.2%
ValueCountFrequency (%)
339198.99861
< 0.1%
339199.90281
< 0.1%
339201.62361
< 0.1%
339201.67671
< 0.1%
339203.42251
< 0.1%
ValueCountFrequency (%)
10383364591
< 0.1%
10361211301
< 0.1%
10310218401
< 0.1%
10235052631
< 0.1%
10102385881
< 0.1%

ARTurnover_Y3
Real number (ℝ≥0)

MISSING

Distinct16682
Distinct (%)100.0%
Missing3717
Missing (%)18.2%
Infinite0
Infinite (%)0.0%
Mean2949406.322
Minimum339202.0557
Maximum1045126782
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.753656image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339202.0557
5-th percentile341018.5634
Q1348127.7656
median356950.8668
Q3365811.6545
95-th percentile373225.0674
Maximum1045126782
Range1044787580
Interquartile range (IQR)17683.88895

Descriptive statistics

Standard deviation51014340.17
Coefficient of variation (CV)17.29647753
Kurtosis384.1017435
Mean2949406.322
Median Absolute Deviation (MAD)8844.641711
Skewness19.64176283
Sum4.920199627 × 1010
Variance2.602462903 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:48.802622image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
359257.26211
 
< 0.1%
348805.3941
 
< 0.1%
351270.52271
 
< 0.1%
374286.57461
 
< 0.1%
366644.32381
 
< 0.1%
365539.55191
 
< 0.1%
370949.20061
 
< 0.1%
345624.11
 
< 0.1%
373848.99431
 
< 0.1%
368671.94771
 
< 0.1%
Other values (16672)16672
81.7%
(Missing)3717
 
18.2%
ValueCountFrequency (%)
339202.05571
< 0.1%
339202.16661
< 0.1%
339207.88031
< 0.1%
339208.05561
< 0.1%
339210.2371
< 0.1%
ValueCountFrequency (%)
10451267821
< 0.1%
10443861151
< 0.1%
10430392071
< 0.1%
10423192631
< 0.1%
10413872571
< 0.1%

INVENTORY_Y0
Real number (ℝ≥0)

SKEWED

Distinct20379
Distinct (%)100.0%
Missing20
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1139185.144
Minimum310537.5105
Maximum6379599943
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.850357image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum310537.5105
5-th percentile344405.1525
Q1357371.3838
median371228.6276
Q3424548.861
95-th percentile2305632.715
Maximum6379599943
Range6379289405
Interquartile range (IQR)67177.47719

Descriptive statistics

Standard deviation44799131.2
Coefficient of variation (CV)39.32559289
Kurtosis20169.17953
Mean1139185.144
Median Absolute Deviation (MAD)18525.36949
Skewness141.6650738
Sum2.321545405 × 1010
Variance2.006962157 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:48.896531image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
356017.55071
 
< 0.1%
346678.83141
 
< 0.1%
519392.26491
 
< 0.1%
369185.04791
 
< 0.1%
393405.20441
 
< 0.1%
369450.77861
 
< 0.1%
357913.94481
 
< 0.1%
340625.16041
 
< 0.1%
365635.87281
 
< 0.1%
408725.54241
 
< 0.1%
Other values (20369)20369
99.9%
(Missing)20
 
0.1%
ValueCountFrequency (%)
310537.51051
< 0.1%
339217.13411
< 0.1%
339232.00141
< 0.1%
339235.52611
< 0.1%
339239.44211
< 0.1%
ValueCountFrequency (%)
63795999431
< 0.1%
225506761.71
< 0.1%
222507486.51
< 0.1%
69534542.91
< 0.1%
68602071.31
< 0.1%

INVENTORY_Y1
Real number (ℝ≥0)

SKEWED

Distinct20369
Distinct (%)100.0%
Missing30
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1076639.459
Minimum339201.8665
Maximum5052759470
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:48.944858image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339201.8665
5-th percentile344076.9818
Q1356805.4419
median370679.2721
Q3421453.973
95-th percentile2252999.542
Maximum5052759470
Range5052420269
Interquartile range (IQR)64648.53115

Descriptive statistics

Standard deviation35564319.29
Coefficient of variation (CV)33.03271025
Kurtosis19989.58447
Mean1076639.459
Median Absolute Deviation (MAD)18325.08359
Skewness140.7511353
Sum2.193006914 × 1010
Variance1.264820806 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:48.993497image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
347023.16571
 
< 0.1%
349357.49441
 
< 0.1%
347741.11651
 
< 0.1%
341374.51711
 
< 0.1%
370758.50611
 
< 0.1%
356053.65531
 
< 0.1%
390920.44991
 
< 0.1%
356547.07951
 
< 0.1%
359006.62611
 
< 0.1%
5204672.5381
 
< 0.1%
Other values (20359)20359
99.8%
(Missing)30
 
0.1%
ValueCountFrequency (%)
339201.86651
< 0.1%
339208.61521
< 0.1%
339215.88281
< 0.1%
339216.73461
< 0.1%
339222.07381
< 0.1%
ValueCountFrequency (%)
50527594701
< 0.1%
197416706.61
< 0.1%
195113764.21
< 0.1%
190589875.51
< 0.1%
115254119.41
< 0.1%

INVENTORY_Y2
Real number (ℝ≥0)

SKEWED

Distinct20347
Distinct (%)100.0%
Missing52
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean2513217.993
Minimum324414.6954
Maximum1.353929853 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:49.041164image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum324414.6954
5-th percentile343930.3711
Q1356664.9303
median370585.8354
Q3417711.471
95-th percentile2143912.461
Maximum1.353929853 × 1010
Range1.353897411 × 1010
Interquartile range (IQR)61046.54077

Descriptive statistics

Standard deviation138282141.4
Coefficient of variation (CV)55.02194467
Kurtosis8307.216136
Mean2513217.993
Median Absolute Deviation (MAD)18019.25853
Skewness89.67203676
Sum5.11364465 × 1010
Variance1.912195062 × 1016
MonotonicityNot monotonic
2022-02-10T19:40:49.093586image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
524782.21711
 
< 0.1%
356816.42481
 
< 0.1%
360275.67641
 
< 0.1%
374937.21741
 
< 0.1%
363834.08321
 
< 0.1%
368970.6511
 
< 0.1%
352303.26911
 
< 0.1%
382520.01291
 
< 0.1%
370616.22861
 
< 0.1%
341008.60741
 
< 0.1%
Other values (20337)20337
99.7%
(Missing)52
 
0.3%
ValueCountFrequency (%)
324414.69541
< 0.1%
339205.94821
< 0.1%
339213.04171
< 0.1%
339216.05481
< 0.1%
339238.96951
< 0.1%
ValueCountFrequency (%)
1.353929853 × 10101
< 0.1%
1.27674844 × 10101
< 0.1%
63996922781
< 0.1%
917681869.41
< 0.1%
8955470761
< 0.1%

INVENTORY_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16671
Distinct (%)100.0%
Missing3728
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean8043710.571
Minimum339217.395
Maximum5.815514518 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:49.143365image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339217.395
5-th percentile343632.1721
Q1355844.6856
median369104.6271
Q3404853.8091
95-th percentile1998049.479
Maximum5.815514518 × 1010
Range5.815480596 × 1010
Interquartile range (IQR)49009.12352

Descriptive statistics

Standard deviation494919132.7
Coefficient of variation (CV)61.5287097
Kurtosis11541.19484
Mean8043710.571
Median Absolute Deviation (MAD)16326.06784
Skewness101.5538716
Sum1.340966989 × 1011
Variance2.449449479 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:49.189454image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
349568.23721
 
< 0.1%
350594.19031
 
< 0.1%
343732.18211
 
< 0.1%
348076.30561
 
< 0.1%
365676.04441
 
< 0.1%
346788.14491
 
< 0.1%
341660.42771
 
< 0.1%
343347.39231
 
< 0.1%
375487.58531
 
< 0.1%
361582.79531
 
< 0.1%
Other values (16661)16661
81.7%
(Missing)3728
 
18.3%
ValueCountFrequency (%)
339217.3951
< 0.1%
339231.10091
< 0.1%
339231.49791
< 0.1%
339233.70371
< 0.1%
339235.71941
< 0.1%
ValueCountFrequency (%)
5.815514518 × 10101
< 0.1%
1.380805716 × 10101
< 0.1%
1.350475098 × 10101
< 0.1%
1.335099645 × 10101
< 0.1%
90216685141
< 0.1%

RETAINED_EARNINGS_Y0
Real number (ℝ)

SKEWED

Distinct20382
Distinct (%)100.0%
Missing17
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1445309.606
Minimum-4878869889
Maximum2118762118
Zeros0
Zeros (%)0.0%
Negative625
Negative (%)3.1%
Memory size159.5 KiB
2022-02-10T19:40:49.237264image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-4878869889
5-th percentile251006.4291
Q1353817.895
median370704.8503
Q3451296.5512
95-th percentile5334078.187
Maximum2118762118
Range6997632007
Interquartile range (IQR)97478.65612

Descriptive statistics

Standard deviation38124100.78
Coefficient of variation (CV)26.37780903
Kurtosis13643.7341
Mean1445309.606
Median Absolute Deviation (MAD)22971.21779
Skewness-94.42072978
Sum2.94583004 × 1010
Variance1.453447061 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:49.283680image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
362362.07761
 
< 0.1%
383774.43851
 
< 0.1%
708567.87891
 
< 0.1%
549390.2121
 
< 0.1%
390061.18331
 
< 0.1%
370303.14721
 
< 0.1%
393470.40131
 
< 0.1%
362594.62021
 
< 0.1%
371755.20531
 
< 0.1%
355614.78291
 
< 0.1%
Other values (20372)20372
99.9%
(Missing)17
 
0.1%
ValueCountFrequency (%)
-48788698891
< 0.1%
-108676029.81
< 0.1%
-80003843.411
< 0.1%
-78272799.731
< 0.1%
-75055782.31
< 0.1%
ValueCountFrequency (%)
21187621181
< 0.1%
215276675.91
< 0.1%
197843894.91
< 0.1%
187885814.71
< 0.1%
1837225531
< 0.1%

RETAINED_EARNINGS_Y1
Real number (ℝ)

SKEWED

Distinct20377
Distinct (%)100.0%
Missing22
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1429484.673
Minimum-4143675012
Maximum1906181732
Zeros0
Zeros (%)0.0%
Negative591
Negative (%)2.9%
Memory size159.5 KiB
2022-02-10T19:40:49.333633image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-4143675012
5-th percentile275782.4104
Q1354085.1392
median370462.385
Q3450087.9058
95-th percentile5189751.062
Maximum1906181732
Range6049856744
Interquartile range (IQR)96002.76666

Descriptive statistics

Standard deviation32888000.37
Coefficient of variation (CV)23.00689262
Kurtosis12937.9782
Mean1429484.673
Median Absolute Deviation (MAD)22227.88007
Skewness-88.58390588
Sum2.912860917 × 1010
Variance1.081620568 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:49.380130image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
373864.70511
 
< 0.1%
478681.26241
 
< 0.1%
349395.23811
 
< 0.1%
412039.72451
 
< 0.1%
348841.7071
 
< 0.1%
366545.77921
 
< 0.1%
382085.34511
 
< 0.1%
479005.63791
 
< 0.1%
791705.4661
 
< 0.1%
346981.3851
 
< 0.1%
Other values (20367)20367
99.8%
(Missing)22
 
0.1%
ValueCountFrequency (%)
-41436750121
< 0.1%
-102763272.21
< 0.1%
-78313649.831
< 0.1%
-78265133.81
< 0.1%
-74822957.61
< 0.1%
ValueCountFrequency (%)
19061817321
< 0.1%
210990383.61
< 0.1%
179101873.51
< 0.1%
160791980.21
< 0.1%
1607552411
< 0.1%

RETAINED_EARNINGS_Y2
Real number (ℝ)

SKEWED

Distinct20320
Distinct (%)100.0%
Missing79
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean2311002.362
Minimum-83786807.7
Maximum6809296478
Zeros0
Zeros (%)0.0%
Negative548
Negative (%)2.7%
Memory size159.5 KiB
2022-02-10T19:40:49.428482image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-83786807.7
5-th percentile288853.3857
Q1353796.0665
median369750.0312
Q3440922.6549
95-th percentile4861372.772
Maximum6809296478
Range6893083286
Interquartile range (IQR)87126.58835

Descriptive statistics

Standard deviation59174417.52
Coefficient of variation (CV)25.60552014
Kurtosis9200.170152
Mean2311002.362
Median Absolute Deviation (MAD)21292.16487
Skewness88.72783608
Sum4.6959568 × 1010
Variance3.501611689 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:49.474702image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
371217.25811
 
< 0.1%
648944.88381
 
< 0.1%
508591.09281
 
< 0.1%
394919.50831
 
< 0.1%
364242.78941
 
< 0.1%
413097.50671
 
< 0.1%
340308.89191
 
< 0.1%
350341.00051
 
< 0.1%
361403.11811
 
< 0.1%
369694.52221
 
< 0.1%
Other values (20310)20310
99.6%
(Missing)79
 
0.4%
ValueCountFrequency (%)
-83786807.71
< 0.1%
-82924497.311
< 0.1%
-77793892.651
< 0.1%
-77712828.691
< 0.1%
-61542155.011
< 0.1%
ValueCountFrequency (%)
68092964781
< 0.1%
26618213821
< 0.1%
25973306881
< 0.1%
25021780631
< 0.1%
18091744701
< 0.1%

RETAINED_EARNINGS_Y3
Real number (ℝ)

MISSING
SKEWED

Distinct16639
Distinct (%)100.0%
Missing3760
Missing (%)18.4%
Infinite0
Infinite (%)0.0%
Mean2795171.34
Minimum-4193075332
Maximum6814561698
Zeros0
Zeros (%)0.0%
Negative393
Negative (%)1.9%
Memory size159.5 KiB
2022-02-10T19:40:49.523729image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-4193075332
5-th percentile302742.4873
Q1352925.5657
median368516.8975
Q3421109.3529
95-th percentile4498687.944
Maximum6814561698
Range1.100763703 × 1010
Interquartile range (IQR)68183.78714

Descriptive statistics

Standard deviation94732904.3
Coefficient of variation (CV)33.89162695
Kurtosis3390.953153
Mean2795171.34
Median Absolute Deviation (MAD)19680.46034
Skewness45.03177131
Sum4.650885593 × 1010
Variance8.974323157 × 1015
MonotonicityNot monotonic
2022-02-10T19:40:49.569696image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
339867.22241
 
< 0.1%
402479.18231
 
< 0.1%
348750.621
 
< 0.1%
348011.52721
 
< 0.1%
374033.91161
 
< 0.1%
368723.47291
 
< 0.1%
360276.75621
 
< 0.1%
651710.54721
 
< 0.1%
356978.14571
 
< 0.1%
311998.09741
 
< 0.1%
Other values (16629)16629
81.5%
(Missing)3760
 
18.4%
ValueCountFrequency (%)
-41930753321
< 0.1%
-89536987.411
< 0.1%
-84547484.461
< 0.1%
-83007710.711
< 0.1%
-82193275.381
< 0.1%
ValueCountFrequency (%)
68145616981
< 0.1%
63785764161
< 0.1%
35663505111
< 0.1%
34988200291
< 0.1%
26962876991
< 0.1%

FCF_Y0
Real number (ℝ)

MISSING
SKEWED

Distinct18783
Distinct (%)100.0%
Missing1616
Missing (%)7.9%
Infinite0
Infinite (%)0.0%
Mean681288.9824
Minimum-123029764
Maximum771832867.5
Zeros0
Zeros (%)0.0%
Negative613
Negative (%)3.0%
Memory size159.5 KiB
2022-02-10T19:40:49.618934image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-123029764
5-th percentile199224.7055
Q1348187.3259
median362303.2471
Q3380769.7791
95-th percentile1711263.161
Maximum771832867.5
Range894862631.5
Interquartile range (IQR)32582.45327

Descriptive statistics

Standard deviation7286204.631
Coefficient of variation (CV)10.69473427
Kurtosis6939.452898
Mean681288.9824
Median Absolute Deviation (MAD)15038.66392
Skewness71.28329943
Sum1.279665096 × 1010
Variance5.308877793 × 1013
MonotonicityNot monotonic
2022-02-10T19:40:49.663663image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
364236.56961
 
< 0.1%
364108.8831
 
< 0.1%
360925.19041
 
< 0.1%
605268.53361
 
< 0.1%
353761.96191
 
< 0.1%
-43635659.681
 
< 0.1%
351682.94051
 
< 0.1%
367095.04491
 
< 0.1%
371833.86051
 
< 0.1%
747976.8331
 
< 0.1%
Other values (18773)18773
92.0%
(Missing)1616
 
7.9%
ValueCountFrequency (%)
-1230297641
< 0.1%
-46120622.941
< 0.1%
-46106099.381
< 0.1%
-43635659.681
< 0.1%
-42104638.451
< 0.1%
ValueCountFrequency (%)
771832867.51
< 0.1%
293020527.41
< 0.1%
194516574.71
< 0.1%
191609889.31
< 0.1%
187956391.41
< 0.1%

FCF_Y1
Real number (ℝ)

MISSING
SKEWED

Distinct18678
Distinct (%)100.0%
Missing1721
Missing (%)8.4%
Infinite0
Infinite (%)0.0%
Mean657121.1571
Minimum-982050942.8
Maximum1033470893
Zeros0
Zeros (%)0.0%
Negative645
Negative (%)3.2%
Memory size159.5 KiB
2022-02-10T19:40:49.709992image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-982050942.8
5-th percentile202337.4744
Q1347930.237
median361867.2342
Q3379950.3986
95-th percentile1533824.553
Maximum1033470893
Range2015521836
Interquartile range (IQR)32020.16155

Descriptive statistics

Standard deviation14985492.8
Coefficient of variation (CV)22.80476383
Kurtosis4179.70736
Mean657121.1571
Median Absolute Deviation (MAD)14882.34425
Skewness32.9618625
Sum1.227370897 × 1010
Variance2.245649943 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:49.757602image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
899197.15751
 
< 0.1%
391043.87731
 
< 0.1%
371088.54351
 
< 0.1%
346550.20731
 
< 0.1%
348803.86851
 
< 0.1%
343780.15711
 
< 0.1%
336569.04331
 
< 0.1%
336806.11621
 
< 0.1%
482539.36741
 
< 0.1%
362031.88511
 
< 0.1%
Other values (18668)18668
91.5%
(Missing)1721
 
8.4%
ValueCountFrequency (%)
-982050942.81
< 0.1%
-145063341.51
< 0.1%
-54868453.151
< 0.1%
-46584512.771
< 0.1%
-45809933.841
< 0.1%
ValueCountFrequency (%)
10334708931
< 0.1%
995520585.91
< 0.1%
969640189.81
< 0.1%
244673257.91
< 0.1%
2223028621
< 0.1%

FCF_Y2
Real number (ℝ)

MISSING

Distinct18482
Distinct (%)100.0%
Missing1917
Missing (%)9.4%
Infinite1
Infinite (%)< 0.1%
Meaninf
Minimum-984664233.6
Maximuminf
Zeros0
Zeros (%)0.0%
Negative595
Negative (%)2.9%
Memory size159.5 KiB
2022-02-10T19:40:49.806588image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-984664233.6
5-th percentile223871.6112
Q1348014.6961
median362152.5542
Q3379257.6936
95-th percentile1447129.177
Maximuminf
Rangeinf
Interquartile range (IQR)31242.99754

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meaninf
Median Absolute Deviation (MAD)14759.11753
Skewnessnan
Suminf
Variancenan
MonotonicityNot monotonic
2022-02-10T19:40:49.852165image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
385590.13521
 
< 0.1%
331959.25951
 
< 0.1%
343379.32161
 
< 0.1%
366383.73561
 
< 0.1%
367249.3541
 
< 0.1%
342684.88781
 
< 0.1%
372089.51931
 
< 0.1%
366794.06281
 
< 0.1%
564641.17031
 
< 0.1%
355593.66441
 
< 0.1%
Other values (18472)18472
90.6%
(Missing)1917
 
9.4%
ValueCountFrequency (%)
-984664233.61
< 0.1%
-983085647.71
< 0.1%
-750196211.91
< 0.1%
-135731466.81
< 0.1%
-128496928.61
< 0.1%
ValueCountFrequency (%)
inf1
< 0.1%
54365140511
< 0.1%
35874171561
< 0.1%
16168944191
< 0.1%
10054273151
< 0.1%

CCE_Y0
Real number (ℝ≥0)

SKEWED

Distinct20368
Distinct (%)100.0%
Missing31
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean1446722.917
Minimum339212.1606
Maximum1238240466
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:49.900437image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339212.1606
5-th percentile343062.2862
Q1354127.5631
median366853.6772
Q3402599.0484
95-th percentile2499369.082
Maximum1238240466
Range1237901254
Interquartile range (IQR)48471.4853

Descriptive statistics

Standard deviation18952945.7
Coefficient of variation (CV)13.10060515
Kurtosis2343.026242
Mean1446722.917
Median Absolute Deviation (MAD)14869.21831
Skewness45.04510775
Sum2.946685238 × 1010
Variance3.592141508 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:49.951082image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344357.38141
 
< 0.1%
357705.60081
 
< 0.1%
340286.69151
 
< 0.1%
353491.80151
 
< 0.1%
379375.4891
 
< 0.1%
344579.24891
 
< 0.1%
360380.12761
 
< 0.1%
373392.72061
 
< 0.1%
343411.58311
 
< 0.1%
386120.13411
 
< 0.1%
Other values (20358)20358
99.8%
(Missing)31
 
0.2%
ValueCountFrequency (%)
339212.16061
< 0.1%
339215.34611
< 0.1%
339231.96081
< 0.1%
339269.75371
< 0.1%
339279.0891
< 0.1%
ValueCountFrequency (%)
12382404661
< 0.1%
10754016621
< 0.1%
10134922571
< 0.1%
819182100.31
< 0.1%
803414565.51
< 0.1%

CCE_Y1
Real number (ℝ≥0)

SKEWED

Distinct20348
Distinct (%)100.0%
Missing51
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1341350.654
Minimum339219.0569
Maximum972161125.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:50.002080image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339219.0569
5-th percentile342764.317
Q1354173.8229
median366811.9037
Q3401397.2754
95-th percentile2472781.009
Maximum972161125.8
Range971821906.7
Interquartile range (IQR)47223.45258

Descriptive statistics

Standard deviation15606240.13
Coefficient of variation (CV)11.63472063
Kurtosis2171.157684
Mean1341350.654
Median Absolute Deviation (MAD)14951.81386
Skewness43.07943286
Sum2.729380312 × 1010
Variance2.435547309 × 1014
MonotonicityNot monotonic
2022-02-10T19:40:50.052017image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
368971.13791
 
< 0.1%
343925.3021
 
< 0.1%
348139.20221
 
< 0.1%
364284.09961
 
< 0.1%
1314638.3261
 
< 0.1%
370852.53111
 
< 0.1%
718828.60021
 
< 0.1%
343221.57551
 
< 0.1%
1555407.5481
 
< 0.1%
364347.45591
 
< 0.1%
Other values (20338)20338
99.7%
(Missing)51
 
0.3%
ValueCountFrequency (%)
339219.05691
< 0.1%
339254.92391
< 0.1%
339263.47371
< 0.1%
339265.62961
< 0.1%
339270.58951
< 0.1%
ValueCountFrequency (%)
972161125.81
< 0.1%
862311423.31
< 0.1%
827596415.11
< 0.1%
7549903241
< 0.1%
644122500.91
< 0.1%

CCE_Y2
Real number (ℝ≥0)

SKEWED

Distinct20290
Distinct (%)100.0%
Missing109
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean7598962.982
Minimum339227.6639
Maximum1.076875205 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:50.102519image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339227.6639
5-th percentile343094.5187
Q1354102.6548
median366865.3521
Q3397452.7372
95-th percentile2439462.18
Maximum1.076875205 × 1011
Range1.076871812 × 1011
Interquartile range (IQR)43350.08239

Descriptive statistics

Standard deviation767594758.3
Coefficient of variation (CV)101.0130935
Kurtosis19107.8976
Mean7598962.982
Median Absolute Deviation (MAD)14668.6962
Skewness136.8020735
Sum1.541829589 × 1011
Variance5.89201713 × 1017
MonotonicityNot monotonic
2022-02-10T19:40:50.151683image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
342125.69211
 
< 0.1%
375102.14411
 
< 0.1%
367971.8441
 
< 0.1%
377425.62491
 
< 0.1%
339305.16261
 
< 0.1%
354273.2731
 
< 0.1%
1569536.0681
 
< 0.1%
368704.29571
 
< 0.1%
1197981.1221
 
< 0.1%
1416592.0941
 
< 0.1%
Other values (20280)20280
99.4%
(Missing)109
 
0.5%
ValueCountFrequency (%)
339227.66391
< 0.1%
339238.10041
< 0.1%
339252.58881
< 0.1%
339264.45661
< 0.1%
339273.4381
< 0.1%
ValueCountFrequency (%)
1.076875205 × 10111
< 0.1%
1.879629909 × 10101
< 0.1%
12090635071
< 0.1%
685950154.81
< 0.1%
682658630.31
< 0.1%

CCE_Y3
Real number (ℝ≥0)

MISSING
SKEWED

Distinct16592
Distinct (%)100.0%
Missing3807
Missing (%)18.7%
Infinite0
Infinite (%)0.0%
Mean17429202.91
Minimum339206.0461
Maximum1.117050458 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:50.201053image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum339206.0461
5-th percentile342802.9126
Q1353550.9249
median365662.9913
Q3387291.1101
95-th percentile2301886.74
Maximum1.117050458 × 1011
Range1.117047066 × 1011
Interquartile range (IQR)33740.18517

Descriptive statistics

Standard deviation1219271608
Coefficient of variation (CV)69.95567233
Kurtosis7722.083206
Mean17429202.91
Median Absolute Deviation (MAD)13308.57694
Skewness86.71087954
Sum2.891853347 × 1011
Variance1.486623253 × 1018
MonotonicityNot monotonic
2022-02-10T19:40:50.249081image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
360512.1711
 
< 0.1%
374177.18611
 
< 0.1%
132442997.41
 
< 0.1%
351916.911
 
< 0.1%
355831.23451
 
< 0.1%
342203.91911
 
< 0.1%
364251.46771
 
< 0.1%
360859.15361
 
< 0.1%
344863.55271
 
< 0.1%
865399.52451
 
< 0.1%
Other values (16582)16582
81.3%
(Missing)3807
 
18.7%
ValueCountFrequency (%)
339206.04611
< 0.1%
339211.96061
< 0.1%
339235.88381
< 0.1%
339241.13411
< 0.1%
339262.27581
< 0.1%
ValueCountFrequency (%)
1.117050458 × 10111
< 0.1%
1.062305143 × 10111
< 0.1%
1.899187718 × 10101
< 0.1%
1.809372943 × 10101
< 0.1%
1.470443501 × 10101
< 0.1%

Date
Date

Distinct22
Distinct (%)0.1%
Missing142
Missing (%)0.7%
Memory size159.5 KiB
Minimum2014-10-01 00:00:00
Maximum2020-01-01 00:00:00
2022-02-10T19:40:50.290717image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2022-02-10T19:40:50.325969image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=22)

Year
Real number (ℝ≥0)

Distinct7
Distinct (%)< 0.1%
Missing142
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean2017.145579
Minimum2014
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:50.363613image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum2014
5-th percentile2015
Q12016
median2017
Q32019
95-th percentile2020
Maximum2020
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.737709132
Coefficient of variation (CV)0.0008614693705
Kurtosis-1.240384077
Mean2017.145579
Median Absolute Deviation (MAD)2
Skewness-0.07289276436
Sum40861318
Variance3.019633029
MonotonicityNot monotonic
2022-02-10T19:40:50.394989image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
20194793
23.5%
20154049
19.8%
20183083
15.1%
20163074
15.1%
20173028
14.8%
20201357
 
6.7%
2014873
 
4.3%
(Missing)142
 
0.7%
ValueCountFrequency (%)
2014873
 
4.3%
20154049
19.8%
20163074
15.1%
20173028
14.8%
20183083
15.1%
ValueCountFrequency (%)
20201357
 
6.7%
20194793
23.5%
20183083
15.1%
20173028
14.8%
20163074
15.1%

Month
Real number (ℝ≥0)

Distinct4
Distinct (%)< 0.1%
Missing142
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean5.478748087
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size159.5 KiB
2022-02-10T19:40:50.427539image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median7
Q310
95-th percentile10
Maximum10
Range9
Interquartile range (IQR)9

Descriptive statistics

Standard deviation3.479793149
Coefficient of variation (CV)0.6351438492
Kurtosis-1.453150009
Mean5.478748087
Median Absolute Deviation (MAD)3
Skewness-0.01574514795
Sum110983
Variance12.10896036
MonotonicityNot monotonic
2022-02-10T19:40:50.456270image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
15721
28.0%
105374
26.3%
74958
24.3%
44204
20.6%
(Missing)142
 
0.7%
ValueCountFrequency (%)
15721
28.0%
44204
20.6%
74958
24.3%
105374
26.3%
ValueCountFrequency (%)
105374
26.3%
74958
24.3%
44204
20.6%
15721
28.0%